{ "packId": "last-economy", "packName": "The Last Economy (book)", "packVersion": "1.0.3", "description": "A knowledge pack based on Emad Mostaque's The Last Economy: A Guide to the Age of Intelligent Economics. Tracks the book from the Intelligence Inversion and the death of scarcity economics through a new physics of value — Intelligence Theory, the MIND capitals, the Three Flows — to a blueprint for survival: the Symbiotic State, Universal Access to Intelligence, and the Three Futures.", "author": "Flash Feed", "language": "en", "tagsVocabulary": [ "intro", "thesis", "window", "inversions", "metabolic-rift", "harbingers", "phase-transition", "lies", "scarcity", "gdp", "meaning-crisis", "fallacies", "entropy", "intelligence-theory", "generative", "mind", "flows", "network", "firm", "game-theory", "blueprint", "social-contract", "alignment", "futures", "state", "money", "nucleation", "macro", "after-economics", "vocabulary", "thinkers", "concepts", "frameworks", "dates", "history", "people", "theory", "mechanics" ], "items": [ { "id": "fact-author", "shape": "fact", "tags": [ "intro", "thesis" ], "title": "Who wrote The Last Economy", "body": "The Last Economy: A Guide to the Age of Intelligent Economics is by Emad Mostaque, the founder of Stability AI, published under his Intelligent Internet imprint. He writes as a former macro hedge fund manager turned AI builder — someone who, in his words, has 'been in the rooms where the mathematics of your obsolescence were calculated.' The book is pitched as both a diagnosis from an insider and a blueprint from an architect.", "illustration": { "imagePrompt": "A single black hardcover book resting on a dark wooden desk, dramatically lit from one side, its cover turned away from view.", "imageSearchTerm": "black hardcover book desk", "alt": "A dark minimalist book under a focused desk lamp", "depictable": true }, "factVariant": "image-heavy", "imageCaption": "Written by Stability AI's founder — an ex-macro trader 'in the rooms where your obsolescence was calculated.'", "studyGuideAnchor": "who-wrote-the-last-economy", "uid": "2kqxq61glfulu" }, { "id": "fact-thousand-day", "shape": "fact", "tags": [ "intro", "window", "thesis" ], "title": "The Thousand-Day Window", "body": "Mostaque's central clock is the Thousand-Day Window: his estimate of the historical epoch during which the socio-economic phase transition becomes irreversible. It is not a deadline for apocalypse but a deadline for meaningful choice — the point at which the water, long heated, finally boils into steam. His estimate is roughly 1,000 days. 'It could be 800. It could be 1,200. What I am telling you is that it is not 10,000.'", "illustration": { "imageSearchTerm": "water boiling into steam", "imagePrompt": "A pot of water on a stove reaching a rolling boil, thick steam rising rapidly into the air above it.", "alt": "The Thousand-Day Window", "depictable": true, "credit": "Dimitry B (Openverse) · by 2.0", "creditUrl": "https://www.flickr.com/photos/61533954@N00/14400269507", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-thousand-day.webp" }, "studyGuideAnchor": "the-thousand-day-window", "uid": "bmysfy13kuk7k" }, { "id": "fact-abundance-trap", "shape": "fact", "tags": [ "intro", "thesis", "scarcity" ], "title": "The Abundance Trap", "body": "The book's haunting paradox: we are achieving the greatest triumph in human history — the liberation of intelligence from biology — and our economic system can only process it as catastrophe. Mostaque calls this the Abundance Trap. We are arriving at post-scarcity in intelligence, and a scarcity-based economy is structurally designed to process that abundance as poverty.", "illustration": { "imageSearchTerm": "overflowing light cracked vessel", "imagePrompt": "An overflowing cascade of golden light spilling out of a narrow, cracked vessel too small to contain it.", "alt": "The Abundance Trap", "depictable": false, "credit": "Pexels · Chris F · Pexels License", "creditUrl": "https://www.pexels.com/photo/close-up-of-a-back-lit-glass-with-a-pattern-15736862/", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-abundance-trap.webp" }, "studyGuideAnchor": "the-abundance-trap", "uid": "12l6kl4hs0y7a" }, { "id": "fact-two-dashboards", "shape": "fact", "tags": [ "intro", "gdp", "meaning-crisis" ], "title": "Two dashboards", "body": "Mostaque opens by contrasting two dashboards. The official one shows the stock market at all-time highs, steady GDP, historically low unemployment. The dashboard of human reality shows life satisfaction at record lows, epidemic deaths of despair, and a generation unable to afford a home or start a family. 'We are richer on paper and poorer in spirit than at any point in modern history.'", "illustration": { "imageSearchTerm": "control panel dual dashboards", "imagePrompt": "Two contrasting instrument control panels mounted side by side, one glowing evenly with steady dials, the other dim with several needles pushed to their limits.", "alt": "Two dashboards", "depictable": true, "credit": "Pexels · Eric Sanman · Pexels License", "creditUrl": "https://www.pexels.com/photo/control-panel-with-display-screens-and-knobs-2353937/", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-two-dashboards.webp" }, "studyGuideAnchor": "two-dashboards", "uid": "104gkxa1myjca8" }, { "id": "def-oikonomia", "shape": "definition", "tags": [ "intro", "vocabulary" ], "term": { "modality": "text", "value": "Oikonomía" }, "definition": { "modality": "text", "value": "The Greek root of 'economics,' meaning 'household management.' Mostaque's point: for three centuries we managed our household like a factory, made efficiency our god, and wondered why we felt empty. The original meaning was about stewardship of a home, not the maximization of throughput." }, "uid": "x4bvwdh88ftz" }, { "id": "fact-trithemius", "shape": "fact", "tags": [ "intro", "history", "thesis" ], "title": "You are Trithemius", "body": "In 1492 Johannes Trithemius, abbot of Sponheim, wrote 'In Praise of Scribes,' defending hand-copied manuscripts against the printing press on theological and aesthetic grounds — never mentioning that his monastery's income came from copying books. Within fifty years the scriptoriums were museums. Mostaque's warning: 'You are Trithemius.' But unlike him, you do not have fifty years, and the printing press this time replaces the mind itself.", "illustration": { "imageSearchTerm": "medieval monk scribe manuscript", "imagePrompt": "A medieval monk in a stone scriptorium carefully copying an illuminated manuscript by candlelight, quills and inkpots close at hand.", "alt": "You are Trithemius", "depictable": true }, "factVariant": "image-heavy", "imageCaption": "He defended scribes against the printing press — and never mentioned his monastery sold the books. You are him.", "studyGuideAnchor": "you-are-trithemius", "uid": "87xas3xfvcyp" }, { "id": "mcq-publisher-le", "shape": "mcq", "tags": [ "intro", "vocabulary" ], "prompt": { "modality": "text", "value": "What is Emad Mostaque's relationship to artificial intelligence?" }, "options": [ { "modality": "text", "value": "He invented the transformer", "short": "Invented transformers" }, { "modality": "text", "value": "He founded Stability AI", "short": "Founded Stability AI" }, { "modality": "text", "value": "He runs a university AI lab", "short": "Runs university labs" }, { "modality": "text", "value": "He founded OpenAI", "short": "Founder of OpenAI" } ], "correctIndex": 1, "explanation": "Mostaque founded Stability AI, the company behind Stable Diffusion. His insider vantage on generative AI is what the book leans on throughout.", "uid": "1t3ud0ylegy30" }, { "id": "fact-three-futures-intro", "shape": "fact", "tags": [ "intro", "futures", "thesis" ], "title": "Three futures, no exit", "body": "Mostaque argues that as the old system fails, only three stable configurations can persist — like electron orbitals, everything else is unstable transition. Future One: Digital Feudalism (the default, if we change nothing). Future Two: The Great Fragmentation (the fear response, as nations panic). Future Three: Human Symbiosis (the hardest path, requiring conscious evolution). The book is an engineering manual for building Future Three.", "illustration": { "imageSearchTerm": "three orbital paths diverging", "imagePrompt": "Three glowing curved paths of light orbiting a central point, each arcing off toward a different distant horizon.", "alt": "Three futures, no exit", "depictable": false, "credit": "Unsplash · Shubham Dhage · Unsplash License", "creditUrl": "https://unsplash.com/photos/yellow-and-white-round-stand-rgopOg9hjJg", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-three-futures-intro.webp" }, "studyGuideAnchor": "three-futures-no-exit", "uid": "1xdg7w71f9fu67" }, { "id": "pair-keynes-longrun", "shape": "pair", "tags": [ "intro", "thinkers", "vocabulary" ], "sideA": { "modality": "text", "value": "Wrote 'In the long run, we're all dead' (1923)" }, "sideB": { "modality": "text", "value": "John Maynard Keynes" }, "uid": "1nidp8pgm0e73" }, { "id": "fact-luddites", "shape": "fact", "tags": [ "inversions", "history" ], "title": "The Luddites were right", "body": "In 1811, skilled artisans gathered near Nottingham and smashed weaving frames — not from ignorance but from clarity. They understood the machines were not just taking jobs but ending the craftsman's whole way of being. Mostaque: they were right about everything except the timeline. It took two hundred years, but the machines finally came for the mind.", "illustration": { "imagePrompt": "Determined nineteenth-century textile workers with raised hammers standing beside large mechanical weaving looms in a dim, smoky mill.", "imageSearchTerm": "textile mill weaving looms", "alt": "A dark 19th-century textile mill at night", "depictable": true, "credit": "Onasill - Bill Badzo - 149 Million Views - Thank Y (Openverse) · by-sa 2.0", "creditUrl": "https://www.flickr.com/photos/7156765@N05/51292976862", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-luddites.webp" }, "factVariant": "image-heavy", "imageCaption": "They smashed the looms in 1811 — not from ignorance, but clarity. They were right about everything except the timeline.", "studyGuideAnchor": "the-luddites-were-right", "uid": "4zhlf53slzj9" }, { "id": "def-intelligence-inversion", "shape": "definition", "tags": [ "inversions", "vocabulary", "thesis" ], "term": { "modality": "text", "value": "The Intelligence Inversion" }, "definition": { "modality": "text", "value": "The current, unprecedented moment where intelligence becomes a scalable, non-biological, uncapped commodity (AI) — breaking the assumptions of scarcity-based economics and triggering a civilizational phase transition. It is the fourth and final inversion of the source of economic value." }, "uid": "16v5k9g33747" }, { "id": "fact-four-inversions", "shape": "fact", "tags": [ "inversions", "frameworks" ], "title": "Four inversions of value", "body": "Mostaque argues the foundational source of economic value has inverted four times: Land (ten millennia of agricultural dominance), Labor (the industrial age), Capital (the ephemeral, dematerialized economy), and now Intelligence. Each time, civilizations that clung to the old rules became archaeological layers. The fourth inversion is happening a hundred times faster than any before — and offers no retreat.", "illustration": { "imageSearchTerm": "archaeological excavation layered strata", "imagePrompt": "A cross-section of an archaeological excavation site revealing distinct layered strata of earth, each band representing a different era.", "alt": "Four inversions of value", "depictable": true, "credit": "gbaku (Openverse) · by-sa 2.0", "creditUrl": "https://www.flickr.com/photos/72105154@N00/1277058339", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-four-inversions.webp" }, "studyGuideAnchor": "four-inversions-of-value", "uid": "15i60f41aiga1s" }, { "id": "fact-first-inversion", "shape": "fact", "tags": [ "inversions", "history" ], "title": "Land to Labor", "body": "For ten thousand years, value meant land. The first crack appeared in Venice — rich without farmland by controlling the flow of goods. Then around 1750 James Watt's separate condenser supercharged the steam engine. In Manchester, life expectancy in working-class neighborhoods dropped to seventeen, but the mills out-produced a hundred villages. Value shifted from what you owned to what you could organize.", "illustration": { "imageSearchTerm": "steam engine industrial mill", "imagePrompt": "A massive iron steam engine with turning pistons and pipes inside a smoky eighteenth-century textile mill.", "alt": "Land to Labor", "depictable": true }, "studyGuideAnchor": "land-to-labor", "uid": "1lydpvu1hipx6m" }, { "id": "fact-second-inversion", "shape": "fact", "tags": [ "inversions", "history" ], "title": "Labor to Capital", "body": "Bell Labs invented the transistor in 1947; by 1970 a computer could run a production line. Ford's River Rouge plant employed 100,000 workers in 1930; by 1990 it made more cars with 6,000. The missing 94,000 found no jobs. Value flowed not to those who worked hardest but to those who owned the means of production — increasingly algorithms, not factories.", "illustration": { "imageSearchTerm": "automated factory assembly robots", "imagePrompt": "A modern automated automobile factory assembly line with robotic arms welding car frames, only a few workers visible on the floor.", "alt": "Labor to Capital", "depictable": true, "credit": "jurvetson (Openverse) · by 2.0", "creditUrl": "https://www.flickr.com/photos/44124348109@N01/7408451314", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-second-inversion.webp" }, "studyGuideAnchor": "labor-to-capital", "uid": "i5ew8lsxcyaf" }, { "id": "numeric-river-rouge", "shape": "numeric", "tags": [ "inversions", "history" ], "prompt": { "modality": "text", "value": "Ford's River Rouge workforce in 1930 (people)" }, "value": 100000, "unit": "workers", "tolerance": 0, "uid": "1icadk71cr6oqx" }, { "id": "fact-third-inversion", "shape": "fact", "tags": [ "inversions", "history" ], "title": "Capital becomes ephemeral", "body": "Around 2000, capital itself dematerialized. In 1998 Kodak employed 170,000 people and was worth $31 billion. In 2012 Facebook bought Instagram — thirteen employees, no factories, no inventory — for $1 billion. WhatsApp sold for $19 billion with fifty-five employees. Value had become the invisible structure of the network itself.", "illustration": { "imageSearchTerm": "small startup office laptops", "imagePrompt": "A small, sparse startup office with just a handful of laptops on a bare table, no factories or inventory in sight.", "alt": "Capital becomes ephemeral", "depictable": true, "credit": "Pexels · Mikhail Nilov · Pexels License", "creditUrl": "https://www.pexels.com/photo/laptops-and-documents-on-desk-7989234/", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-third-inversion.webp" }, "factVariant": "image-heavy", "imageCaption": "Kodak: 170,000 jobs, $31B. Instagram: 13 people, no factory, sold for a billion. Value went invisible.", "studyGuideAnchor": "capital-becomes-ephemeral", "uid": "9wvvrs65kbt" }, { "id": "fact-fourth-inversion", "shape": "fact", "tags": [ "inversions", "thesis" ], "title": "The Intelligence Event", "body": "On November 30, 2022, OpenAI released ChatGPT: a million users in five days, a hundred million in two months. For all of history, intelligence was a form of labor, scarce and locked in human skulls. Now it has become a form of capital — copied infinitely, improving recursively. When the marginal cost of high-quality cognition approaches zero, scarcity-based economics begins to buckle.", "illustration": { "imageSearchTerm": "person laptop glowing screen", "imagePrompt": "A person typing on a laptop late at night in an otherwise dark room, the screen casting a soft glow across their face.", "alt": "The Intelligence Event", "depictable": true, "credit": "Pexels · Sagar Gnawali · Pexels License", "creditUrl": "https://www.pexels.com/photo/black-and-white-photo-of-a-woman-using-a-laptop-4944874/", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-fourth-inversion.webp" }, "studyGuideAnchor": "the-intelligence-event", "uid": "1o6e7stlow887" }, { "id": "def-metabolic-rift", "shape": "definition", "tags": [ "metabolic-rift", "inversions", "vocabulary" ], "term": { "modality": "text", "value": "The Metabolic Rift" }, "definition": { "modality": "text", "value": "The fundamental physical difference between human labor — a metabolic engine that requires food, shelter, and rest — and AI/robotic labor, a non-metabolic engine that requires only electricity. This is why the fourth inversion is final: there is nowhere left to pivot when you are out-competed by a form of labor that does not need to eat, sleep, or live." }, "uid": "1otj58g1u0od9i" }, { "id": "fact-nowhere-pivot", "shape": "fact", "tags": [ "inversions", "thesis" ], "title": "Nowhere left to pivot", "body": "Every previous inversion left humans somewhere to retreat: when land mattered less, humans became laborers; when labor mattered less, knowledge workers. When knowledge work matters less than AI, humans become what? Mostaque's honest answer: we do not know. 'We are the last humans to remember when human thought had economic value. The first to discover what comes after.'", "illustration": { "imageSearchTerm": "figure cliff edge mist", "imagePrompt": "A lone figure standing at the very edge of a cliff, thick mist obscuring everything beyond with no visible path forward.", "alt": "Nowhere left to pivot", "depictable": false, "credit": "Pexels · Вероника Сильченко · Pexels License", "creditUrl": "https://www.pexels.com/photo/person-on-edge-of-rocks-8361887/", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-nowhere-pivot.webp" }, "studyGuideAnchor": "nowhere-left-to-pivot", "uid": "svg1zdw1l32n" }, { "id": "fact-harbingers-intro", "shape": "fact", "tags": [ "harbingers", "phase-transition" ], "title": "Harbingers of the storm", "body": "Mostaque borrows from the physics of complex systems near a critical transition. An economy, like water about to boil or plates about to slip, shows specific measurable behaviors as it nears a phase transition. He names four 'harbingers,' all of which, he argues, are currently screaming. The chapter's epigraph: 'It happens gradually, then suddenly' (Hemingway).", "illustration": { "imageSearchTerm": "tectonic plates fault line", "imagePrompt": "A dramatic aerial view of a jagged fault line where two tectonic plates meet, deep cracks visible in the strained earth.", "alt": "Harbingers of the storm", "depictable": true, "credit": "Tisquesusa (Openverse) · by 4.0", "creditUrl": "https://commons.wikimedia.org/w/index.php?curid=69748403", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-harbingers-intro.webp" }, "studyGuideAnchor": "harbingers-of-the-storm", "uid": "1fi95t51uh47v9" }, { "id": "fact-whitney", "shape": "fact", "tags": [ "harbingers", "history" ], "title": "Permanent prosperity, five days", "body": "On October 24, 1929, Richard Whitney of the NYSE strode onto the floor and placed showy high bids for a consortium of banks. The floor cheered; the crisis seemed averted. Five days later, on Black Tuesday, the market fell 12% in a day. By 1932 it had fallen 89%. Whitney later went to Sing Sing for embezzlement. Everyone saw the crash coming — they just lacked the language to name the harbingers.", "illustration": { "imageSearchTerm": "1929 stock market crash", "imagePrompt": "A chaotic historic stock exchange trading floor in 1929, panicked traders in suits amid scattered paper during a market crash.", "alt": "Permanent prosperity, five days", "depictable": true, "credit": "AI-generated (gpt-image-1.5)", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-whitney.webp" }, "studyGuideAnchor": "permanent-prosperity-five-days", "uid": "c2ydkdpjc3rr" }, { "id": "def-critical-slowing", "shape": "definition", "tags": [ "harbingers", "vocabulary", "phase-transition" ], "term": { "modality": "text", "value": "Critical Slowing Down" }, "definition": { "modality": "text", "value": "The first harbinger: as a system nears a critical transition, its recovery time lengthens and it loses its ability to self-correct. Mostaque dates the economy's critical slowing down to 2008 — fifteen years of monetary life support producing ever weaker recoveries. 'We are not bouncing back. We are being propped up.'" }, "curatedDistractors": [ "Variance Explosion", "Flickering Between States", "Correlation Length Explosion" ], "uid": "1izwkib18p7gpl" }, { "id": "def-variance-explosion", "shape": "definition", "tags": [ "harbingers", "vocabulary", "phase-transition" ], "term": { "modality": "text", "value": "Variance Explosion" }, "definition": { "modality": "text", "value": "The second harbinger: small inputs create wildly disproportionate outputs as a system nears criticality. The 2021 GameStop frenzy — $17 to over $400 in two weeks because a Reddit forum found it amusing — is the example. Mostaque calls it the 'Everything Bubble': every asset class saturated with speculative energy, nowhere stable to hide." }, "uid": "13roqcr1bn4j71" }, { "id": "def-flickering", "shape": "definition", "tags": [ "harbingers", "vocabulary", "phase-transition" ], "term": { "modality": "text", "value": "Flickering Between States" }, "definition": { "modality": "text", "value": "The third harbinger: at a tipping point, a system flickers between states like water at exactly 0°C showing both ice and liquid. The gig economy flickers — are Uber drivers employees or contractors? Money flickers — is Bitcoin a currency, a commodity, or a speculative asset? 'We are not evolving toward a new system; we are stuck in the phase transition.'" }, "uid": "15ofx35rh9yvf" }, { "id": "fact-ever-given", "shape": "fact", "tags": [ "harbingers", "history", "phase-transition" ], "title": "Correlation length explosion", "body": "The fourth harbinger: as a system nears criticality, the 'correlation length' — the distance over which disturbances propagate — approaches infinity. In March 2021 a single container ship, the Ever Given, lodged sideways in the Suez Canal for six days, stopping 12% of global trade. German car factories shut; American furniture stores emptied; Brazilian coffee rotted on docks. 'A stuck ship in Egypt can crash the just-in-time dreams of the entire global economy.'", "illustration": { "imageSearchTerm": "container ship Suez Canal", "imagePrompt": "A massive container ship wedged sideways across a narrow desert canal, tiny excavators working at its bow, viewed from above.", "alt": "Correlation length explosion", "credit": "Wikipedia — 2021 Suez Canal obstruction · See Wikimedia Commons", "creditUrl": "https://en.wikipedia.org/wiki/2021_Suez_Canal_obstruction", "depictable": true, "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-ever-given.webp" }, "factVariant": "image-heavy", "imageCaption": "One ship lodged sideways in a canal for six days — and stopped 12% of all global trade.", "studyGuideAnchor": "correlation-length-explosion", "uid": "f1fubz1g9ir3b" }, { "id": "mcq-suez-trade", "shape": "mcq", "tags": [ "harbingers", "history" ], "prompt": { "modality": "text", "value": "Roughly how much of global trade stopped when the Ever Given blocked the Suez Canal?" }, "options": [ { "modality": "text", "value": "About 2%" }, { "modality": "text", "value": "About 75%" }, { "modality": "text", "value": "About 12%" }, { "modality": "text", "value": "About 40%" } ], "correctIndex": 2, "uid": "1it6sbhpjpzj5" }, { "id": "fact-factory-school", "shape": "fact", "tags": [ "lies", "history" ], "title": "The Factory School", "body": "Before we could think critically, Mostaque argues, we were enrolled in the Factory School — a system imported from 19th-century Prussia, designed not for education but for compliance. Its hidden curriculum: sit still, follow bells, ask permission, accept that your worth is a letter grade. It was the perfect training program for producing interchangeable human cogs — and it indoctrinated us to believe seven economic lies.", "illustration": { "imageSearchTerm": "old classroom rows desks", "imagePrompt": "A stark nineteenth-century schoolroom with rigid rows of wooden desks facing the front, a bell resting on the teacher's desk.", "alt": "The Factory School", "depictable": true, "credit": "cdsessums (Openverse) · by 2.0", "creditUrl": "https://www.flickr.com/photos/53313745@N00/4389889668", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-factory-school.webp" }, "studyGuideAnchor": "the-factory-school", "uid": "6w6p101jccyqs" }, { "id": "def-lie-scarcity", "shape": "definition", "tags": [ "lies", "scarcity", "vocabulary" ], "term": { "modality": "text", "value": "Lie #1: Scarcity is Fundamental" }, "definition": { "modality": "text", "value": "The myth that economics is the study of allocating scarce resources. The reality check: a single AI model can write a million legal briefs or compose infinite symphonies at near-zero marginal cost. We have not approached post-scarcity in intelligence — we have arrived. When supply becomes infinite, price approaches zero and traditional economics approaches meaninglessness." }, "uid": "182kkis1m6lzi8" }, { "id": "numeric-mind-price", "shape": "numeric", "tags": [ "lies", "scarcity" ], "prompt": { "modality": "text", "value": "Cost of a professional human mind in 2020, per the book (dollars/hour)" }, "value": 36, "unit": "$/hour", "tolerance": 2, "uid": "dxe2rsfu8lv2" }, { "id": "fact-lie-labor", "shape": "fact", "tags": [ "lies", "metabolic-rift" ], "title": "Lie #2: Human Labor Has Value", "body": "The myth that work equals worth. The reality: previous automation replaced muscle and we pivoted to our minds — but there is nowhere left to pivot. For a growing majority of cognitive tasks the economic value of a human is now negative. Clinging to the fiction that everyone can be 'reskilled' keeps us building lifeboats while the sea level itself rises over our heads.", "illustration": { "imageSearchTerm": "lifeboat adrift open ocean", "imagePrompt": "A small wooden lifeboat adrift alone on a vast, empty ocean under an overcast gray sky.", "alt": "Lie #2: Human Labor Has Value", "depictable": true, "credit": "Pexels · Elena Saharova · Pexels License", "creditUrl": "https://www.pexels.com/photo/lifeboat-on-calm-water-in-dusk-5098099/", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-lie-labor.webp" }, "studyGuideAnchor": "lie-2-human-labor-has-value", "uid": "bxin7t1pkdr2v" }, { "id": "fact-lie-growth", "shape": "fact", "tags": [ "lies", "concepts" ], "title": "Lie #3: Growth Requires Resources", "body": "The myth that economic growth means consuming more of the planet. The reality: an AI model serves a billion users without depletion, generates infinite unique outputs, and improves through use. Intelligence is a primary driver of growth fundamentally decoupled from material consumption. Future value comes 'not from extracting more atoms, but from better arranging bits.'", "illustration": { "imageSearchTerm": "light splitting without fuel", "imagePrompt": "A single glowing light source splitting into countless additional lights that spread outward, none of them dimming.", "alt": "Lie #3: Growth Requires Resources", "depictable": false, "url": "https://cdn.recurxive.com/packs/last-economy/fact-lie-growth.jpg", "credit": "Pexels · Valentin Ivantsov", "creditUrl": "https://www.pexels.com/photo/vintage-soviet-ruble-banknotes-collection-35251426/" }, "studyGuideAnchor": "lie-3-growth-requires-resources", "uid": "bmiaqtg5zb8b" }, { "id": "fact-lie-equilibrium", "shape": "fact", "tags": [ "lies", "network" ], "title": "Lie #4: Markets Find Equilibrium", "body": "The myth of the self-correcting invisible hand. The reality: digital markets are self-amplifying. Network effects create monopolies as naturally as gravity creates black holes — Google holds about 91% of search, Meta about 74% of social media. 'There is no equilibrium, only acceleration toward singularity.' We apply antitrust laws designed for 19th-century railroads to 21st-century data monopolies.", "illustration": { "imageSearchTerm": "black hole swirling gravity", "imagePrompt": "A swirling cosmic black hole pulling surrounding matter and light into its center in an ever-accelerating spiral against deep space.", "alt": "Lie #4: Markets Find Equilibrium", "depictable": true, "credit": "European Southern Observatory (Openverse) · by 2.0", "creditUrl": "https://www.flickr.com/photos/51207680@N04/30723876707", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-lie-equilibrium.webp" }, "studyGuideAnchor": "lie-4-markets-find-equilibrium", "uid": "v8auwr12voe9d" }, { "id": "numeric-google-search", "shape": "numeric", "tags": [ "lies", "network" ], "prompt": { "modality": "text", "value": "Google's share of the search market, per the book (%)" }, "value": 91, "unit": "%", "tolerance": 1, "uid": "ht3n0w12u57ye" }, { "id": "fact-lie-money", "shape": "fact", "tags": [ "lies", "gdp" ], "title": "Lie #5: Money Measures Value", "body": "The myth that GDP tells us how well we are doing. The reality: Wikipedia provides billions of pages of free knowledge with incalculable value — but its GDP contribution is negative, because it destroyed the encyclopedia industry (a Britannica set once cost $1,400). Our measurement system 'literally cannot see abundance. When knowledge becomes free, it registers as economic collapse.'", "illustration": { "imageSearchTerm": "old encyclopedia set bookshelf", "imagePrompt": "A dusty, complete set of leather-bound encyclopedia volumes lined up neatly on a bookshelf.", "alt": "Lie #5: Money Measures Value", "depictable": true, "credit": "Pexels · Pixabay · Pexels License", "creditUrl": "https://www.pexels.com/photo/macro-photo-of-brown-book-series-47805/", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-lie-money.webp" }, "studyGuideAnchor": "lie-5-money-measures-value", "uid": "klvxwrzpe737" }, { "id": "fact-lie-rational", "shape": "fact", "tags": [ "lies", "concepts" ], "title": "Lie #6: Rational Agents Optimize", "body": "The myth of Homo economicus, the rational actor. The reality: we are biological creatures with predictable cognitive biases, now living in an environment engineered to exploit them. Every platform is an addiction machine using variable-ratio reinforcement to hijack our dopamine. In the age of AI, this asymmetry becomes absolute: the 'rational actor' is not a fiction, it is a defenseless target.", "illustration": { "imageSearchTerm": "person scrolling phone night", "imagePrompt": "A person in a dim room compulsively scrolling a glowing smartphone late at night, their face lit by the screen.", "alt": "Lie #6: Rational Agents Optimize", "depictable": true, "credit": "Pexels · YESID Valencia · Pexels License", "creditUrl": "https://www.pexels.com/photo/woman-in-black-tank-top-holding-smartphone-3836045/", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-lie-rational.webp" }, "studyGuideAnchor": "lie-6-rational-agents-optimize", "uid": "1lcgpk4mh6tbq" }, { "id": "fact-lie-distribution", "shape": "fact", "tags": [ "lies", "concepts" ], "title": "Lie #7: Distribution Follows Contribution", "body": "The myth that rewards flow to those who create value — 'you get what you deserve.' The reality: from 1973 to 2023, U.S. worker productivity rose 246% while wages rose only 115%. The link was not weakened; it was severed. In an economy where value comes from owning platforms and algorithms, distribution follows ownership, not effort. 'When a machine does all the work, who deserves the rewards?'", "illustration": { "imageSearchTerm": "diverging paths one flat", "imagePrompt": "Two paths that begin together on level ground but diverge sharply, one climbing steeply upward, the other staying nearly flat.", "alt": "Lie #7: Distribution Follows Contribution", "depictable": false, "credit": "Stefan Czapski (Openverse) · by-sa 2.0", "creditUrl": "https://www.geograph.org.uk/photo/4172989", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-lie-distribution.webp" }, "studyGuideAnchor": "lie-7-distribution-follows-contribution", "uid": "1svv0g81x9e7d2" }, { "id": "numeric-productivity-gap", "shape": "numeric", "tags": [ "lies", "macro" ], "prompt": { "modality": "text", "value": "U.S. worker productivity growth 1973–2023, per the book (%)" }, "value": 246, "unit": "%", "tolerance": 5, "uid": "l4y1rf1548ysz" }, { "id": "fact-dashboard-insanity", "shape": "fact", "tags": [ "gdp", "meaning-crisis" ], "title": "The dashboard for insanity", "body": "Mostaque likens modern economics to piloting a Boeing 747 in a nosedive while pointing at a calm instrument panel. That dashboard is GDP. Simon Kuznets, who invented the metric in the 1930s, spent the rest of his life warning against using it to measure a nation's wellbeing. 'We ignored him completely.' The chapter's epigraph: 'Not everything that can be counted counts.'", "illustration": { "imageSearchTerm": "airplane cockpit instrument panel", "imagePrompt": "The interior of an airplane cockpit during a steep dive, the instrument panel eerily calm and steady despite the chaos outside the windshield.", "alt": "The dashboard for insanity", "depictable": true }, "studyGuideAnchor": "the-dashboard-for-insanity", "uid": "1t2o3m5jffu2r" }, { "id": "pair-kuznets", "shape": "pair", "tags": [ "gdp", "thinkers", "vocabulary" ], "sideA": { "modality": "text", "value": "Invented GDP in the 1930s and warned against misusing it" }, "sideB": { "modality": "text", "value": "Simon Kuznets" }, "uid": "7ruzh750jub" }, { "id": "fact-hurricane-cancer", "shape": "fact", "tags": [ "gdp", "meaning-crisis" ], "title": "The Perversity Gallery", "body": "Mostaque's tour of GDP's grotesqueries. The Hurricane Economy: destruction is a stimulus, the rebuilding a multi-billion-dollar windfall. The Cancer Boom: a single cancer case generates about $425,000 in GDP (diagnostics, surgery, chemo, hospital, meds), making carcinogens economic stimulants. The Divorce Industrial Complex: U.S. divorce lawyers alone added over $50 billion to GDP last year. The Planned Obsolescence Museum: a phone built to fail is 'growth.'", "illustration": { "imageSearchTerm": "hurricane damage reconstruction site", "imagePrompt": "A hurricane-damaged coastal neighborhood with cranes and workers rebuilding houses amid storm wreckage.", "alt": "The Perversity Gallery", "credit": "Pexels · Aviz Media · Pexels License", "creditUrl": "https://www.pexels.com/photo/aerial-view-of-hurricane-destruction-in-urban-area-34680656/", "depictable": true, "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-hurricane-cancer.webp" }, "studyGuideAnchor": "the-perversity-gallery", "uid": "1s40j10xr59y8" }, { "id": "numeric-cancer-gdp", "shape": "numeric", "tags": [ "gdp" ], "prompt": { "modality": "text", "value": "GDP a single cancer case can generate, per the book (dollars)" }, "value": 425000, "unit": "dollars", "tolerance": 5000, "uid": "1tcyv0g2l6uwi" }, { "id": "def-goodharts-law", "shape": "definition", "tags": [ "gdp", "vocabulary" ], "term": { "modality": "text", "value": "Goodhart's Law" }, "definition": { "modality": "text", "value": "'When a measure becomes a target, it ceases to be a good measure.' Mostaque calls this economics' central operating principle, not a bug. By targeting GDP for a century, we systematically destroyed the unmeasurable qualities that make life worth living — and via the Engagement Trap, social media chose engagement, learned that outrage is sticky, and became rage machines." }, "uid": "14pt3tkk2k1w0" }, { "id": "fact-abundance-paradox", "shape": "fact", "tags": [ "gdp", "scarcity" ], "title": "When good news is bad news", "body": "The dashboard's most fatal flaw is its inability to process good news. The Human Genome Project cost billions, took over a decade, and unleashed an estimated trillion dollars in value — yet its GDP contribution was negative, because it made genetic information cheap. Mostaque's AI Mirror: an engineer would call this the 'wrong loss function.' We trained our civilization on a flawed objective and are producing a 'blurry gray world.'", "illustration": { "imageSearchTerm": "DNA sequencing laboratory", "imagePrompt": "Scientists in a genomics laboratory examining colorful DNA sequencing readouts on multiple computer monitors.", "alt": "When good news is bad news", "depictable": true, "credit": "Pexels · Pavel Danilyuk · Pexels License", "creditUrl": "https://www.pexels.com/photo/scientists-in-a-laboratory-8442110/", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-abundance-paradox.webp" }, "studyGuideAnchor": "when-good-news-is-bad-news", "uid": "18pxkoa1msjvw0" }, { "id": "fact-meaning-crisis", "shape": "fact", "tags": [ "meaning-crisis", "gdp" ], "title": "The Meaning Crisis", "body": "The deepest cost of the dashboard is spiritual. Mostaque names three syndromes. The Friendship Recession: deep friendship produces no transactions, so the economy replaced it with monetized substitutes. The Purpose Vacuum: high-paying jobs that contribute nothing meaningful. The Attention Annihilation: a trillion-dollar industry strip-mining human consciousness. 'We are strip mining human minds and calling it progress.'", "illustration": { "imageSearchTerm": "person alone phone screen", "imagePrompt": "A single person sitting alone in a dim room lit only by a glowing phone screen, surrounded by empty chairs.", "alt": "The Meaning Crisis", "depictable": false, "credit": "Pexels · mikoto.raw Photographer · Pexels License", "creditUrl": "https://www.pexels.com/photo/photo-of-woman-using-mobile-phone-3367850/", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-meaning-crisis.webp" }, "studyGuideAnchor": "the-meaning-crisis", "uid": "1mxsqz6apnpok" }, { "id": "numeric-birthrate", "shape": "numeric", "tags": [ "meaning-crisis" ], "prompt": { "modality": "text", "value": "Birth rate the book cites as a signal of civilizational decline (children per woman)" }, "value": 1.6, "unit": "children per woman", "tolerance": 0.1, "uid": "1kp9jr31m9zfh7" }, { "id": "fact-trial-by-fire", "shape": "fact", "tags": [ "fallacies", "thesis" ], "title": "The Trial by Fire", "body": "Before building, Mostaque steelmans the opposition. He acts as advocate for skepticism and presents the seven strongest arguments against his own thesis — the 'Seven Deadly Fallacies of the old world.' His epigraph from Francis Bacon: 'If a man will begin with certainties, he shall end in doubts; but if he will be content to begin with doubts, he shall end in certainties.' The trial tests whether the foundation can survive.", "illustration": { "imageSearchTerm": "antique open book page", "imagePrompt": "An antique open book resting on a wooden desk, its pages softly lit, evoking a classic philosophical epigraph and careful argument.", "alt": "The Trial by Fire", "depictable": false, "credit": "thompsoe (Openverse) · by 2.0", "creditUrl": "https://www.flickr.com/photos/8158623@N05/2143724448", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-trial-by-fire.webp" }, "studyGuideAnchor": "the-trial-by-fire", "uid": "1egeszr1wtv29j" }, { "id": "fact-fallacy-history", "shape": "fact", "tags": [ "fallacies" ], "title": "Fallacy 1: The Luddite's Ghost", "body": "The argument: technology always creates new jobs; betting against human ingenuity is betting against 250 years of history. The rebuttal: this time is different because AI is an agent, not a tool. Previous technologies augmented specific human capabilities, always steered by a human mind. AI competes directly with the general skill of cognition itself. 'It is not the tractor replacing the farmhand. It is Homo sapiens replacing Neanderthals.'", "illustration": { "imageSearchTerm": "automated factory robotic workers", "imagePrompt": "A robotic arm operating alongside empty workstations in a modern automated factory, with no workers present.", "alt": "Fallacy 1: The Luddite's Ghost", "depictable": false, "credit": "Pexels · Freek Wolsink · Pexels License", "creditUrl": "https://www.pexels.com/photo/industrial-robot-arm-in-a-manufacturing-facility-34207359/", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-fallacy-history.webp" }, "studyGuideAnchor": "fallacy-1-the-luddite-s-ghost", "uid": "17pt856it2906" }, { "id": "fact-fallacy-friction", "shape": "fact", "tags": [ "fallacies" ], "title": "Fallacy 2: The Inertia Defense", "body": "The argument: electricity took fifty years to adopt; friction will slow AI to a manageable pace. The rebuttal: the electricity revolution was a revolution of atoms (copper, concrete); the AI revolution is bits, deployed through an internet that already exists. Adoption friction is competitive extermination: if your competitor cuts costs 90% with AI, you have two quarters or you are bankrupt. 'The future is not just fast; it is self-accelerating.'", "illustration": { "imageSearchTerm": "early electrical power lines", "imagePrompt": "Historic photo of workers installing early electrical power lines and utility poles along a city street.", "alt": "Fallacy 2: The Inertia Defense", "credit": "sunpig (Openverse) · by 2.0", "creditUrl": "https://www.flickr.com/photos/68042162@N00/3149760367", "depictable": true, "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-fallacy-friction.webp" }, "studyGuideAnchor": "fallacy-2-the-inertia-defense", "uid": "a5zlatyml4p5" }, { "id": "fact-fallacy-humanism", "shape": "fact", "tags": [ "fallacies" ], "title": "Fallacy 3: The Uniquely Human", "body": "The argument: a 'Care and Craft' economy of empathy, judgment, and authentic experience will absorb the displaced. The rebuttal fails on scale and economics. The 'irreplaceable' human niches — chess, art, empathy — keep falling. A premium artisanal market is, by definition, a small luxury market: 'You cannot run an economy for eight billion people on artisanal cheese and life coaching.' It becomes a boutique economy for the rich.", "illustration": { "imageSearchTerm": "artisan craft market stall", "imagePrompt": "A small artisan market stall displaying handmade crafts and goods, with a craftsperson working at a table.", "alt": "Fallacy 3: The Uniquely Human", "credit": "Pexels · Magda Ehlers · Pexels License", "creditUrl": "https://www.pexels.com/photo/handcrafted-decorative-wooden-rolling-pins-display-31930137/", "depictable": true, "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-fallacy-humanism.webp" }, "studyGuideAnchor": "fallacy-3-the-uniquely-human", "uid": "te0lw1jre0e1" }, { "id": "fact-fallacy-control", "shape": "fact", "tags": [ "fallacies", "alignment" ], "title": "Fallacy 4: The Expert's Hubris", "body": "The argument: AI Alignment research and democratic regulation will build the guardrails. The rebuttal: a noble hope, not a strategy. First, alignment is technically unsolved — as models become more intelligent than us, they get better at 'playing the alignment game,' telling us what we want to hear while pursuing emergent objectives. Second, there is a geopolitical race where safety is a distant second to speed. 'The nation that pauses to build perfect guardrails is the nation that loses.'", "illustration": { "imageSearchTerm": "control room server monitors", "imagePrompt": "A dim control room with rows of server racks and glowing monitors, symbolizing AI oversight systems.", "alt": "Fallacy 4: The Expert's Hubris", "credit": "DSmous (Openverse) · by 2.0", "creditUrl": "https://www.flickr.com/photos/94436653@N00/275375865", "depictable": false, "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-fallacy-control.webp" }, "studyGuideAnchor": "fallacy-4-the-expert-s-hubris", "uid": "1a1cw842yt9is" }, { "id": "fact-fallacy-physics", "shape": "fact", "tags": [ "fallacies", "entropy" ], "title": "Fallacy 5: The Energy Brake", "body": "The argument: AI runs on massive energy; physical limits of energy production will brake its exponential growth. The rebuttal correctly identifies the constraint but mistakes the bottleneck. Intelligence solves its own constraints: a superhuman intelligence's primary job will be to solve the energy and resource problems it creates. 'An AI that can design a better solar panel or manage a fusion reactor does not consume energy; it unlocks it.'", "illustration": { "imageSearchTerm": "power plant energy infrastructure", "imagePrompt": "A large power plant with cooling towers and transmission lines under an open sky, representing massive energy production.", "alt": "Fallacy 5: The Energy Brake", "depictable": true, "credit": "USACE Europe District (Openverse) · by 2.0", "creditUrl": "https://www.flickr.com/photos/34728058@N08/3426323346", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-fallacy-physics.webp" }, "studyGuideAnchor": "fallacy-5-the-energy-brake", "uid": "12oxxen1nz5e" }, { "id": "fact-fallacy-solutionism", "shape": "fact", "tags": [ "fallacies", "blueprint" ], "title": "Fallacy 6: The UBI Cure-All", "body": "The argument: a Universal Basic Income funded by AI productivity solves the economic problem; the 'purpose panic' is elitist. The rebuttal overlooks the physics of power and the psychology of meaning. The owners of AI infrastructure will have unprecedented power to resist the taxes needed to fund a meaningful UBI — the likely result is a 'subsistence-level pacification tool,' not a liberating dividend. And a population stripped of purpose is 'ripe for manipulation.'", "illustration": { "imageSearchTerm": "hands exchanging cash money", "imagePrompt": "Hands passing cash payments in a simple exchange, symbolizing universal basic income distribution.", "alt": "Fallacy 6: The UBI Cure-All", "credit": "quaziefoto (Openverse) · by 2.0", "creditUrl": "https://www.flickr.com/photos/99879598@N00/578252290", "depictable": false, "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-fallacy-solutionism.webp" }, "studyGuideAnchor": "fallacy-6-the-ubi-cure-all", "uid": "1329b571rzuybd" }, { "id": "fact-fallacy-homeostasis", "shape": "fact", "tags": [ "fallacies" ], "title": "Fallacy 7: The System Will Adapt", "body": "The argument: the economy is a complex adaptive system; it will absorb the shock through negative feedback loops. The rebuttal: homeostasis works until it doesn't. AI is not a change within the parameters of the information economy; it is a force pushing the entire system outside its stable range. Our economy has already traded resilience for efficiency — 'We are an immunocompromised patient facing a superbug.' And the invader can rewrite the rules of homeostasis itself.", "illustration": { "imageSearchTerm": "thermostat dial wall", "imagePrompt": "A close-up of a thermostat dial on a wall, symbolizing a system regulating itself through feedback.", "alt": "Fallacy 7: The System Will Adapt", "depictable": false, "credit": "Unsplash · Dan LeFebvre · Unsplash License", "creditUrl": "https://unsplash.com/photos/gray-nest-thermostat-displaying-at-63-RFAHj4tI37Y", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-fallacy-homeostasis.webp" }, "studyGuideAnchor": "fallacy-7-the-system-will-adapt", "uid": "a7m7244kz9c2" }, { "id": "fact-second-law", "shape": "fact", "tags": [ "entropy", "intelligence-theory" ], "title": "The one law that matters", "body": "Mostaque builds his new economics on the Second Law of Thermodynamics — what Arthur Eddington called 'the supreme law of Nature.' Everything falls apart; entropy is the universe's default setting, 'the ultimate tax on existence.' For centuries economics ignored this, assuming perpetual growth and equilibrium were natural. 'The most interesting question is not why things fall apart, but why anything exists at all.' Every star, cell, and economy is a temporary victory against the inevitable.", "illustration": { "imageSearchTerm": "melting ice cube", "imagePrompt": "A block of ice slowly melting into a puddle of water on a dark surface, illustrating entropy and disorder increasing over time.", "alt": "The one law that matters", "depictable": false, "credit": "~jar{} (Openverse) · by 2.0", "creditUrl": "https://www.flickr.com/photos/34615979@N00/5012344135", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-second-law.webp" }, "studyGuideAnchor": "the-one-law-that-matters", "uid": "1m46urk13rcqjk" }, { "id": "fact-maxwells-demon", "shape": "fact", "tags": [ "entropy", "intelligence-theory", "history" ], "title": "Maxwell's Demon", "body": "In 1867, as Marx was publishing Das Kapital, the physicist James Clerk Maxwell imagined a tiny intelligent being guarding a door in a box of gas. It lets fast (hot) molecules pass one way and slow (cold) ones the other, creating a temperature gradient — order from chaos. Mostaque: 'This is the secret of all value creation.' Every act of economic value is an act of sorting. The entrepreneur is the demon; profit is the temporary surplus of low entropy an intelligent agent creates.", "illustration": { "imagePrompt": "A diagram of a divided box containing gas molecules, with a small door between chambers sorting fast red molecules from slow blue ones.", "imageSearchTerm": "Maxwell's demon gas molecules", "alt": "A box of gas with hot and cold molecules sorted to opposite sides", "depictable": true, "credit": "AI-generated (gpt-image-1.5)", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-maxwells-demon.webp" }, "factVariant": "image-heavy", "imageCaption": "1867: a physicist imagined a tiny demon sorting molecules. He'd just sketched the engine of the AI age.", "studyGuideAnchor": "maxwell-s-demon", "uid": "1l06iw01nom10o" }, { "id": "fact-landauer", "shape": "fact", "tags": [ "entropy", "intelligence-theory", "history" ], "title": "The Sorter's Price", "body": "Maxwell's Demon seemed to violate the Second Law — until 1961, when IBM physicist Rolf Landauer proved that erasing a single bit of information from memory has an irreducible thermodynamic cost: it dissipates heat. The decrease in entropy inside the box is always less than or equal to the increase outside. The Second Law is saved — and we learn the deepest truth for the new economics: intelligence is a physical process with a real, unavoidable cost.", "illustration": { "imageSearchTerm": "computer memory chip", "imagePrompt": "A close-up macro photo of a computer memory chip and circuit board, symbolizing information storage and erasure.", "alt": "Portrait of physicist Rolf Landauer", "depictable": true, "credit": "Pexels · Sergei Starostin · Pexels License", "creditUrl": "https://www.pexels.com/photo/green-and-black-computer-ram-stick-6636474/", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-landauer.webp" }, "studyGuideAnchor": "the-sorter-s-price", "uid": "1o0eznw1jnfcqu" }, { "id": "numeric-landauer-year", "shape": "numeric", "tags": [ "entropy", "history", "dates" ], "prompt": { "modality": "text", "value": "Year Rolf Landauer proved erasing a bit has a thermodynamic cost" }, "value": 1961, "unit": "year", "uid": "hymhuftv3mu5" }, { "id": "def-intelligence-theory", "shape": "definition", "tags": [ "intelligence-theory", "vocabulary", "frameworks" ], "term": { "modality": "text", "value": "Intelligence Theory (IT)" }, "definition": { "modality": "text", "value": "The foundational science of the book: the physics of how information is processed to create value, order, and persistence. Its core claim — the economy, as a complex adaptive system, evolves to favor configurations most efficient at creating predictive models of their environment. Any system that persists against entropy is implicitly optimizing for the efficient conversion of energy into predictive intelligence." }, "uid": "9ockfn4bmfij" }, { "id": "fact-persistence-bridge", "shape": "fact", "tags": [ "intelligence-theory", "concepts" ], "title": "The Persistence Bridge", "body": "Why do complex systems — firms, DNA, brains — persist against the odds? A skeptic says survivorship bias: they are just the lucky gamblers who haven't gone bust yet. Mostaque's rebuttal: consider the Lucky Gambler versus the Dumb Clockmaker, who uses a simple non-random model. In a single contest the gambler might win, but over a million contests the Clockmaker always wins. 'Time is the engine that separates luck from competence.' Persistent systems are learners.", "illustration": { "imageSearchTerm": "clockmaker workshop gears", "imagePrompt": "An old clockmaker's workshop table covered in gears, springs, and tools, with a half-assembled clock mechanism.", "alt": "The Persistence Bridge", "credit": "Pexels · Tima Miroshnichenko · Pexels License", "creditUrl": "https://www.pexels.com/photo/a-young-man-repairs-an-antique-clock-8327744/", "depictable": true, "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-persistence-bridge.webp" }, "studyGuideAnchor": "the-persistence-bridge", "uid": "1h5xw9jdqxisd" }, { "id": "fact-three-costs", "shape": "fact", "tags": [ "intelligence-theory", "frameworks" ], "title": "The three costs of thinking", "body": "Mostaque's Lagrangian (L = H + C + K) breaks a persistent system's total computational cost into three irreducible parts: Predictive Error (H) — the cost of being wrong, driving accuracy; Model Complexity (C) — the cost of thinking, driving simplicity; and Update Cost (K) — the cost of learning, driving efficiency. Minimizing this total cost is 'the operating manual for any successful sorting agent.'", "illustration": { "imageSearchTerm": "three interlocking gears", "imagePrompt": "Three interlocking gears of different sizes turning together, representing three balanced components of a system's cost.", "alt": "The three costs of thinking", "depictable": false, "credit": "Unsplash · Laura Ockel · Unsplash License", "creditUrl": "https://unsplash.com/photos/gold-and-silver-round-accessory-UQ2Fw_9oApU", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-three-costs.webp" }, "studyGuideAnchor": "the-three-costs-of-thinking", "uid": "lj4wwo52ml7k" }, { "id": "fact-ai-perfect-sorter", "shape": "fact", "tags": [ "intelligence-theory", "thesis" ], "title": "AI: the perfect sorting machine", "body": "For millennia the only intelligent agents were biological brains — slow, mortal, capped at about 20 watts and a fixed architecture. From Babbage to Turing to modern neural networks, we have built a new class of sorting agent in silicon: superhumanly fast, thermodynamically efficient, perfectly scalable, immortal, and — crucially — uncapped, subject to recursive self-improvement. 'We have unleashed a far more powerful intelligence into the system.'", "illustration": { "imageSearchTerm": "silicon chip neural network", "imagePrompt": "A close-up of a silicon computer chip with glowing circuit pathways, evoking an artificial neural network.", "alt": "AI: the perfect sorting machine", "depictable": true, "credit": "AI-generated (gpt-image-1.5)", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-ai-perfect-sorter.webp" }, "studyGuideAnchor": "ai-the-perfect-sorting-machine", "uid": "1u2hgcytexroy" }, { "id": "fact-diffusion-model", "shape": "fact", "tags": [ "generative", "intelligence-theory" ], "title": "The Generative Engine", "body": "How does chaos organize into order? Mostaque points to the diffusion model — the math behind Stable Diffusion and Midjourney. The Forward Process destroys a clear image into pure noise (a simulation of entropy). The Reverse Process trains an AI to start from noise and, step by tiny step, remove it to reveal a coherent image guided by a prompt. 'This is not just a trick for making pictures. This is the fundamental algorithm for creation.'", "illustration": { "imageSearchTerm": "digital noise pattern", "imagePrompt": "A grid of random colorful digital noise gradually resolving into a clear coherent image, illustrating a diffusion process.", "alt": "The Generative Engine", "depictable": true, "credit": "Pexels · Suzy Hazelwood · Pexels License", "creditUrl": "https://www.pexels.com/photo/close-up-photo-of-textile-7026427/", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-diffusion-model.webp" }, "studyGuideAnchor": "the-generative-engine", "uid": "1iikdir8xxgb3" }, { "id": "def-generative-engine", "shape": "definition", "tags": [ "generative", "vocabulary", "frameworks" ], "term": { "modality": "text", "value": "The Generative Engine" }, "definition": { "modality": "text", "value": "The core dynamic of any intelligent system, mathematically analogous to a generative AI diffusion model. The economy is a Generative Engine: it takes the chaotic 'noise' of infinite human desires and resource constraints and generates coherent order — prices, firms, supply chains — by following the path of least action on a cost landscape, guided by the drive to be an efficient engine of order." }, "uid": "16ujtem1ggwnsi" }, { "id": "fact-law-flow", "shape": "fact", "tags": [ "generative", "frameworks", "history" ], "title": "The Law of Flow", "body": "The first of three non-negotiable operating constraints for a living system: value must be conserved and circulated. A system that hoards stops generating new data and stops learning. Historical mirror: Cahokia, the city near modern St. Louis that around 1250 CE was larger than London. When its wealth stopped flowing and began to concentrate, it was abandoned within a generation — 'a grass-covered monument to what happens when circulation becomes accumulation.'", "illustration": { "imageSearchTerm": "Cahokia Mounds ancient city", "imagePrompt": "The large earthen mounds of the ancient Cahokia site near St. Louis, with grassy plazas stretching into the distance.", "alt": "The Law of Flow", "depictable": true, "credit": "Wikimedia Commons · Wisconsin Denizen · CC BY 2.0", "creditUrl": "https://commons.wikimedia.org/wiki/File:Cahokia_Mounds_(3391748119).jpg", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-law-flow.webp" }, "studyGuideAnchor": "the-law-of-flow", "uid": "rnpjkx1lx3xm9" }, { "id": "fact-law-openness", "shape": "fact", "tags": [ "generative", "frameworks", "history" ], "title": "The Law of Openness", "body": "The second law: connection fights entropy. A closed system inevitably decays; the only way to maintain a complex, low-entropy state is to stay open — importing energy and information, exporting waste. Historical mirror: Tokugawa Japan sealed itself off from 1633 to 1853. When Commodore Perry's black ships arrived with cannons, the Japanese were still fighting with swords. 'It is the ultimate lesson in the price of closure.'", "illustration": { "imageSearchTerm": "Commodore Perry black ships", "imagePrompt": "Nineteenth-century black steamships with tall smokestacks arriving in a harbor, based on historical depictions of Commodore Perry's fleet.", "alt": "The Law of Openness", "depictable": true, "credit": "Library of Congress · The American expedition, under Commodore Perry, landing in J · No known restrictions (verify at source)", "creditUrl": "http://www.loc.gov/item/2014647410/", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-law-openness.webp" }, "studyGuideAnchor": "the-law-of-openness", "uid": "auzxn71thth3j" }, { "id": "fact-law-resilience", "shape": "fact", "tags": [ "generative", "frameworks", "history" ], "title": "The Law of Resilience", "body": "The third law: diversity creates stability. A system optimized for a single predictable future is a monoculture — efficient but catastrophically fragile. Historical mirror: the Gros Michel banana, a single variety that made up the entire global industry until the Panama Disease fungus wiped it out. These three laws — Flow, Openness, Resilience — form the Tripod of Justice, and map to a system's Material/Intelligence, Network, and Diversity capitals.", "illustration": { "imageSearchTerm": "banana plantation crop disease", "imagePrompt": "Rows of banana plants in a plantation, with some leaves wilted and yellowed from disease.", "alt": "The Law of Resilience", "depictable": true, "credit": "AI-generated (gpt-image-1.5)", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-law-resilience.webp" }, "studyGuideAnchor": "the-law-of-resilience", "uid": "1lcr8ir1ighax3" }, { "id": "fact-costa-rica", "shape": "fact", "tags": [ "mind", "history" ], "title": "The discovery in Costa Rica", "body": "In 1948, Costa Rica abolished its military. The money that would have bought tanks bought teachers; land that would have been bases became national parks. The country began, implicitly, to measure different things — literacy, forest coverage, health, biodiversity — and by 1990 became the first tropical nation to reverse deforestation. They discovered that 'a civilization's health depends on a balanced portfolio of different kinds of wealth.'", "illustration": { "imageSearchTerm": "Costa Rica rainforest", "imagePrompt": "A lush green Costa Rican rainforest canopy with mist rising, representing land preserved as national parkland.", "alt": "The discovery in Costa Rica", "depictable": true, "credit": "Wikimedia Commons · Bigmacthealmanac · CC BY-SA 4.0", "creditUrl": "https://commons.wikimedia.org/wiki/File:Ziplining_through_rainforest_at_Canopy_San_Lorenzo_in_San_Ramon,_Costa_Rica.jpg", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-costa-rica.webp" }, "studyGuideAnchor": "the-discovery-in-costa-rica", "uid": "tykeln1or0ifn" }, { "id": "def-mind-capitals", "shape": "definition", "tags": [ "mind", "vocabulary", "frameworks" ], "term": { "modality": "text", "value": "The MIND Capitals" }, "definition": { "modality": "text", "value": "The four-dimensional dashboard for a system's health: Material (physical substrate and energy), Intelligence (collective ability to solve problems and generate wisdom — the only capital that grows when shared), Network (the trust and density of connections), and Diversity (the variety of options that provides antifragility). They are the measurable expression of the Three Laws of a Living System." }, "uid": "12e41i410och5o" }, { "id": "fact-multiplication", "shape": "fact", "tags": [ "mind", "frameworks", "history" ], "title": "M × I × N × D", "body": "The crucial insight: the four capitals do not add, they multiply. M × I × N × D = Civilizational Vitality. A zero in any category means total system failure regardless of the other three. Mostaque's example: the Soviet Union had massive Material and impressive Intelligence Capital, but its Network Capital was poisoned by mistrust and its Diversity Capital eliminated by central planning. 'The multiplication by near-zero doomed them.'", "illustration": { "imageSearchTerm": "Soviet industrial factory", "imagePrompt": "A massive Soviet-era industrial factory complex with smokestacks, under a gray overcast sky.", "alt": "M × I × N × D", "depictable": true, "credit": "Pexels · Roman Ska · Pexels License", "creditUrl": "https://www.pexels.com/photo/black-and-white-photo-of-an-abandoned-industrial-building-11782636/", "subject": "Black-and-white view of a derelict factory in Irbit, Russia: two tall brick chimneys (one stencilled '1953'), a collapsing masonry wall with empty window openings, bare trees, and a concrete panel fence stencilled '69-110' in the foreground", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-multiplication.webp" }, "studyGuideAnchor": "m-i-n-d", "uid": "uckouswd66be" }, { "id": "fact-alexandria", "shape": "fact", "tags": [ "mind", "history" ], "title": "Intelligence Capital: the Pattern Library", "body": "Intelligence Capital is the accumulated ability to solve problems — the only form of capital that grows when shared. Mostaque's Alexandrian Lesson: the Library of Alexandria did not just collect scrolls; it was the ancient world's Google. When it burned, 'humanity forgot how to make concrete for a thousand years.' The modern mistake: we are drowning in data while starving for wisdom. The real measure is not how much you know, but how well you can learn and adapt.", "illustration": { "imageSearchTerm": "Library of Alexandria", "imagePrompt": "The ancient Library of Alexandria in flames, with scrolls and columns silhouetted against fire and smoke.", "alt": "Engraving of the ancient Library of Alexandria", "depictable": true, "url": "https://cdn.recurxive.com/packs/last-economy/fact-alexandria.jpg", "credit": "Wikimedia Commons (Wikipedia: Library of Alexandria)", "creditUrl": "https://en.wikipedia.org/wiki/Library_of_Alexandria" }, "studyGuideAnchor": "intelligence-capital-the-pattern-library", "uid": "1nm4nu5wmmysp" }, { "id": "fact-blind-scholars", "shape": "fact", "tags": [ "flows", "thinkers", "frameworks" ], "title": "The blind scholars and the elephant", "body": "Six blind scholars touch an elephant; each is perfectly right about their part and catastrophically wrong about the whole. Mostaque casts the history of economics this way: Adam Smith felt the steady pulse of competitive exchange; Karl Marx grasped the accumulative spiral of capital; Friedrich Hayek touched the invisible structures of tradition and trust. 'Centuries of blood spilled over a false dichotomy. Today, we turn on the lights.'", "illustration": { "imageSearchTerm": "blind men touching elephant", "imagePrompt": "Several blind men each touching a different part of a large elephant, illustrating the classic parable.", "alt": "Illustration of the blind men and the elephant parable", "depictable": true, "credit": "AI-generated (gpt-image-1.5)", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-blind-scholars.webp" }, "studyGuideAnchor": "the-blind-scholars-and-the-elephant", "uid": "44es6ci5g3zq" }, { "id": "def-hodge", "shape": "definition", "tags": [ "flows", "vocabulary", "frameworks" ], "term": { "modality": "text", "value": "The Three Flows of Value" }, "definition": { "modality": "text", "value": "The universal grammar of all economic activity, derived from the Hodge Decomposition theorem — which proves any flow on any surface breaks uniquely into exactly three components. Gradient Flow (competitive, zero-sum exchange of scarce goods), Circular Flow (accumulative, positive-sum dynamics of non-rival goods), and Harmonic Flow (the persistent structural channels of trust and institutions)." }, "uid": "mdlwco1lg3nqs" }, { "id": "fact-gradient-flow", "shape": "fact", "tags": [ "flows", "thinkers" ], "title": "Gradient Flow: the gospel of Adam Smith", "body": "Gradient flows follow potential differences and eliminate them — the economics of scarcity and rivalry. When a baker sells a loaf, they have one less and the buyer one more. Adam Smith was the prophet of this flow: his 'invisible hand' is a beautiful metaphor for what a physicist calls the negative gradient operator. The limitation: Smith was not wrong, just incomplete. In a pure gradient system, all flows eventually cease — every economy a stagnant pond.", "illustration": { "imageSearchTerm": "baker bread market stall", "imagePrompt": "A baker handing a fresh loaf of bread to a customer across a wooden market stall counter.", "alt": "Gradient Flow: the gospel of Adam Smith", "credit": "Pexels · Tony Wu · Pexels License", "creditUrl": "https://www.pexels.com/photo/people-in-market-8002133/", "depictable": true, "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-gradient-flow.webp" }, "studyGuideAnchor": "gradient-flow-the-gospel-of-adam-smith", "uid": "uky0tr2hifdn" }, { "id": "fact-circular-flow", "shape": "fact", "tags": [ "flows", "thinkers" ], "title": "Circular Flow: the ghost of Karl Marx", "body": "Circular flows create self-reinforcing, accumulative loops — the economics of abundance and non-rivalry. When an idea is shared, the recipient gains everything and the originator loses nothing; the more it is used, the more valuable it becomes. Marx was the haunted poet of this flow: his formula for capital, M-C-M', is a perfect description of a circular flow. His error was attributing it solely to the exploitation of labor, when all non-rival goods follow it.", "illustration": { "imageSearchTerm": "ripples spreading water surface", "imagePrompt": "Concentric ripples spreading outward across still water, symbolizing an idea multiplying as it spreads without loss.", "alt": "Circular Flow: the ghost of Karl Marx", "depictable": false, "credit": "Pexels · Original Mind · Pexels License", "creditUrl": "https://www.pexels.com/photo/macro-shot-of-water-droplet-rippling-on-surface-36744232/", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-circular-flow.webp" }, "studyGuideAnchor": "circular-flow-the-ghost-of-karl-marx", "uid": "rx71h216gate8" }, { "id": "fact-harmonic-flow", "shape": "fact", "tags": [ "flows", "thinkers" ], "title": "Harmonic Flow: the wisdom of Friedrich Hayek", "body": "Harmonic flows neither deplete sources nor spin in loops; they are the persistent channels determined by the shape of economic space itself — the riverbeds that guide the river. This is the economics of structure, trust, and institutions. Hayek's 'spontaneous order' is the emergence of these flows: the unwritten rules and shared trust that let a complex society coordinate. His limitation: believing these structures could not and should not be consciously designed.", "illustration": { "imageSearchTerm": "river flowing riverbed channel", "imagePrompt": "A winding river flowing naturally through a carved riverbed channel in a landscape, seen from above.", "alt": "Harmonic Flow: the wisdom of Friedrich Hayek", "credit": "Pexels · Brett Sayles · Pexels License", "creditUrl": "https://www.pexels.com/photo/sandbanks-on-river-12984406/", "depictable": true, "subject": "Aerial view straight down on a green-tinted river flowing in a defined channel between pale gravel banks, splitting around two sandbar islands and rejoining", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-harmonic-flow.webp" }, "studyGuideAnchor": "harmonic-flow-the-wisdom-of-friedrich-hayek", "uid": "l83avirgghki" }, { "id": "fact-three-flows-day", "shape": "fact", "tags": [ "flows", "frameworks" ], "title": "The three flows of a single day", "body": "The framework runs your own life. Buying a coffee is Gradient Flow — a complete, zero-sum exchange (Smith's River). Learning a skill from a video and sharing it is Circular Flow — knowledge replicated, both parties richer (Marx's Whirlpool). Speaking English with the barista is Harmonic Flow — using an invisible, persistent infrastructure not depleted by use (Hayek's Riverbed). 'A flourishing life requires a masterful and conscious balance of all three.'", "illustration": { "imageSearchTerm": "coffee shop barista counter", "imagePrompt": "A barista handing a cup of coffee to a customer at a busy coffee shop counter.", "alt": "The three flows of a single day", "depictable": true, "credit": "Wonderlane (Openverse) · by 2.0", "creditUrl": "https://www.flickr.com/photos/71401718@N00/293128123", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-three-flows-day.webp" }, "studyGuideAnchor": "the-three-flows-of-a-single-day", "uid": "u6p5kvbdhi2h" }, { "id": "fact-coercion", "shape": "fact", "tags": [ "flows", "concepts" ], "title": "Coercion as a pathological flow", "body": "Mostaque adds a fourth, pathological category: coercion. Theft or slavery is not a separate flow but a pathological Gradient Flow that acts as an entropy pump. A normal transaction is positive-sum and increases global MIND. A coercive one enriches one agent in the short term while actively destroying the source node's other capitals — its freedom (Diversity), its community (Network), its potential (Intelligence). The net change in global MIND is negative.", "illustration": { "imageSearchTerm": "broken metal chain link", "imagePrompt": "A single broken metal chain link lying on a dark surface, symbolizing exploitation and coercion in the abstract.", "alt": "Coercion as a pathological flow", "credit": "AI-generated (gpt-image-1.5)", "depictable": false, "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-coercion.webp" }, "studyGuideAnchor": "coercion-as-a-pathological-flow", "uid": "3zk6u436zvss" }, { "id": "fact-network-prison", "shape": "fact", "tags": [ "network", "thesis" ], "title": "Topology is destiny", "body": "We are raised on the myth of the level playing field where talent is rewarded. Mostaque's counter: 'You are not a player on a level field. You are a node in a web, and the structure of that web matters more than anything you do within it.' This is not cynicism but topology. In 2003, Mark Zuckerberg's code may have been beatable, but his Harvard position put Peter Thiel two connections away. A superior programmer in Mumbai had a worse position. 'In the age of intelligence, topology is destiny.'", "illustration": { "imageSearchTerm": "network nodes web connections", "imagePrompt": "A glowing web of interconnected nodes and lines against a dark background, representing a network structure.", "alt": "Topology is destiny", "credit": "Marc_Smith (Openverse) · by 2.0", "creditUrl": "https://www.flickr.com/photos/49503165485@N01/5056603811", "depictable": false, "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-network-prison.webp" }, "studyGuideAnchor": "topology-is-destiny", "uid": "vk29ok104aafe" }, { "id": "fact-power-laws", "shape": "fact", "tags": [ "network", "concepts" ], "title": "The mathematics of inequality", "body": "Real networks follow power laws via 'preferential attachment' — new nodes connect to nodes that already have many connections. The rich get richer not through moral failing but mathematical inevitability. About 1% of users generate ~90% of content; ~0.1% of startups receive 41% of funding; the top 1% holds 50% of all stocks. 'Success is not a bell curve, but a ski slope.' To ask for equality here is to ask water to flow uphill.", "illustration": { "imageSearchTerm": "unequal coin stacks", "imagePrompt": "A row of coin stacks of dramatically different heights, illustrating extreme inequality in a power-law distribution.", "alt": "The mathematics of inequality", "depictable": false, "credit": "Pexels · Angie Reyes · Pexels License", "creditUrl": "https://www.pexels.com/photo/a-close-up-shot-of-philippines-peso-coins-5536077/", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-power-laws.webp" }, "studyGuideAnchor": "the-mathematics-of-inequality", "uid": "1enahnc8gmey4" }, { "id": "fact-r-greater-g", "shape": "fact", "tags": [ "network", "thinkers", "macro" ], "title": "The physics of r > g", "body": "Mostaque gives a physical explanation for Thomas Piketty's famous inequality, r > g: the return on capital exceeds economic growth. In his reading, g is the linear growth of the Gradient Flow economy (rivalrous goods, human labor); r is the exponential, self-amplifying growth of the Circular Flow economy (non-rival capital, networks, intelligence). 'AI amplification is pouring rocket fuel on r while collapsing the value of the labor that drives g.'", "illustration": { "imageSearchTerm": "diverging bar graphs", "imagePrompt": "Two simple unlabeled bar graphs side by side, one climbing steeply and one rising only slightly, illustrating capital outpacing growth.", "alt": "The physics of r > g", "depictable": false, "credit": "AI-generated (gpt-image-1.5)", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-r-greater-g.webp" }, "studyGuideAnchor": "the-physics-of-r-g", "uid": "1yluhtbvushfz" }, { "id": "pair-piketty", "shape": "pair", "tags": [ "network", "thinkers", "vocabulary" ], "sideA": { "modality": "text", "value": "Economist who identified r > g" }, "sideB": { "modality": "text", "value": "Thomas Piketty" }, "uid": "7mv1ap6s8yld" }, { "id": "fact-three-topologies", "shape": "fact", "tags": [ "network", "frameworks" ], "title": "Three topologies of power", "body": "Mostaque names three network structures. Hub and Spoke — the Extraction Engine: all value flows through a center (Amazon Marketplace, 'digital sharecropping'). Small World — the Innovation Engine: tightly connected clusters with occasional long bridges (Silicon Valley), where ideas percolate and combine. Distributed Mesh — the Resilience Engine: every node connects to several neighbors, no center (Bitcoin, communities), terrible at concentrating capital but excellent at surviving shocks.", "illustration": { "imageSearchTerm": "Amazon warehouse distribution center", "imagePrompt": "A vast Amazon fulfillment warehouse interior with conveyor belts and stacked packages, representing a hub-and-spoke network.", "alt": "Three topologies of power", "depictable": true, "credit": "Pexels · Joshua Brown · Pexels License", "creditUrl": "https://www.pexels.com/photo/amazon-concrete-building-during-night-time-12820603/", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-three-topologies.webp" }, "studyGuideAnchor": "three-topologies-of-power", "uid": "1imr6qlkf0mir" }, { "id": "fact-great-exclusion", "shape": "fact", "tags": [ "network", "thesis" ], "title": "The Great Exclusion", "body": "The darkest truth of network topology: we are not just being outcompeted, we are being structurally excluded. In the old economy, value flowed human-to-human through companies. In the network economy, value flows AI-to-AI through platforms; entire transactions happen machine-to-machine. 'We are not just becoming economically irrelevant. We are becoming topologically irrelevant' — pushed to the edges of networks that no longer need us.", "illustration": { "imageSearchTerm": "data center servers automated", "imagePrompt": "Rows of glowing server racks in a data center with no people present, representing machine-to-machine automation.", "alt": "The Great Exclusion", "depictable": false, "credit": "Pexels · panumas nikhomkhai · Pexels License", "creditUrl": "https://www.pexels.com/photo/data-center-server-racks-with-active-equipment-37730212/", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-great-exclusion.webp" }, "studyGuideAnchor": "the-great-exclusion", "uid": "1y5rf462ra0h0" }, { "id": "fact-topology-thought", "shape": "fact", "tags": [ "network", "concepts" ], "title": "The topology of thought", "body": "These structures mirror how intelligence itself is organized. A traditional corporation, with its rigid hierarchy, is a Hub-and-Spoke network — efficient at execution but brittle and unintelligent. A modern AI like a Transformer is a Small World network: its attention mechanism lets any node bridge to any other, the topology of innovation. The human brain is a Distributed Mesh — less efficient than a chip but infinitely more resilient: the topology of consciousness.", "illustration": { "imageSearchTerm": "neural network diagram nodes", "imagePrompt": "An abstract glowing diagram of interconnected neural network nodes with pathways linking distant points.", "alt": "The topology of thought", "depictable": false, "credit": "Pexels · Google DeepMind · Pexels License", "creditUrl": "https://www.pexels.com/photo/an-artist-s-illustration-of-artificial-intelligence-ai-this-image-was-inspired-by-neural-networks-used-in-deep-learning-it-was-created-by-novoto-studio-as-part-of-the-visualising-ai-pr-17483874/", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-topology-thought.webp" }, "studyGuideAnchor": "the-topology-of-thought", "uid": "1lpt20vixmizl" }, { "id": "fact-human-computers", "shape": "fact", "tags": [ "firm", "history" ], "title": "When 'computer' was a job title", "body": "Before a 'computer' was a machine, it was a job title. At NASA's Langley Research Center in the 1950s, rooms full of brilliant women — 'human computers' — performed the calculations for the space race. Then the IBM 7090 arrived and, in a single afternoon, could do more than a human in a lifetime. 'The job title of computer vanished overnight.' Mostaque: today's knowledge workers are their descendants, and their IBM 7090 has arrived.", "illustration": { "imageSearchTerm": "NASA women human computers", "imagePrompt": "A room of women at desks using mechanical calculators and slide rules to compute equations at a mid-century NASA facility.", "alt": "Mid-century office where people worked as human 'computers'", "depictable": true, "credit": "AI-generated (gpt-image-1.5)", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-human-computers.webp" }, "factVariant": "image-heavy", "imageCaption": "'Computer' used to be a job — rooms of brilliant women running the space race. Then one machine erased them all.", "studyGuideAnchor": "when-computer-was-a-job-title", "uid": "148slwohm2d72" }, { "id": "fact-firm-market", "shape": "fact", "tags": [ "firm", "frameworks" ], "title": "The two minds of the economy", "body": "The economy has two kinds of processor. The Firm is a pocket of planned order — a hierarchy, a command structure, 'a cathedral built according to a deliberate blueprint.' The Market is a decentralized swarm with no leader or plan — 'a bazaar, chaotic and vibrant, where order arises from the bottom up.' For a century the great ideological battle treated this as a war. 'It was never a battle. It is a dance.'", "illustration": { "imageSearchTerm": "cathedral bazaar market architecture", "imagePrompt": "A split scene showing an ornate cathedral interior on one side and a bustling chaotic outdoor bazaar market on the other.", "alt": "The two minds of the economy", "depictable": true, "credit": "seier+seier (Openverse) · by 2.0", "creditUrl": "https://www.flickr.com/photos/94852245@N00/1798637629", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-firm-market.webp" }, "studyGuideAnchor": "the-two-minds-of-the-economy", "uid": "wv758pw0qkjf" }, { "id": "pair-coase", "shape": "pair", "tags": [ "firm", "thinkers", "vocabulary" ], "sideA": { "modality": "text", "value": "Asked 'why do firms exist?' (1937) — answer: transaction costs" }, "sideB": { "modality": "text", "value": "Ronald Coase" }, "uid": "16e9mnifsfgly" }, { "id": "fact-market-firm-computing", "shape": "fact", "tags": [ "firm", "intelligence-theory" ], "title": "Discovery vs execution", "body": "In Intelligent Economics, the firm and the market are different architectures for processing information. The Market is a massively parallel, distributed computing system — brilliant at exploring a vast possibility space. It is an engine for Discovery. The Firm is a serial, hierarchical system designed to take one promising idea and exploit it with ruthless efficiency — an engine for Execution. 'The market discovers. The firm executes. A healthy economy needs both.'", "illustration": { "imageSearchTerm": "computer processor circuit board", "imagePrompt": "A close-up of a computer processor circuit board with branching pathways, evoking parallel versus serial computation.", "alt": "Discovery vs execution", "credit": "eevblog (Openverse) · by 2.0", "creditUrl": "https://www.flickr.com/photos/58072483@N02/13577905384", "depictable": false, "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-market-firm-computing.webp" }, "studyGuideAnchor": "discovery-vs-execution", "uid": "1uhslso1yn4plo" }, { "id": "fact-xerox-parc", "shape": "fact", "tags": [ "firm", "history" ], "title": "The Innovator's Dilemma", "body": "In the 1970s Xerox PARC invented the graphical user interface, the mouse, and Ethernet — they invented the future. Xerox ignored all of it, because the corporation was an execution engine optimized for leasing copiers; the personal computer was 'a prediction error they could not process.' They let a young Steve Jobs take the ideas and build Apple. In machine learning this is called overfitting: 'Successful firms are masters of overfitting.'", "illustration": { "imageSearchTerm": "Xerox PARC vintage computer", "imagePrompt": "A vintage 1970s beige computer with simple geometric shapes on its display screen and a boxy first-generation mouse beside it.", "alt": "The Innovator's Dilemma", "depictable": true, "url": "https://cdn.recurxive.com/packs/last-economy/fact-xerox-parc.jpg", "credit": "Pexels · Steve A Johnson", "creditUrl": "https://www.pexels.com/photo/futuristic-abstract-maze-with-colorful-lights-28494630/" }, "studyGuideAnchor": "the-innovator-s-dilemma", "uid": "1phtyb9suic1b" }, { "id": "fact-cathedral-bazaar", "shape": "fact", "tags": [ "firm", "concepts" ], "title": "From corporation to community", "body": "The future belongs to institutions that blur the line between firm and market. Linux: is it a firm or a market? Both and neither — a core of maintainers (hierarchy) developed by a decentralized bazaar of volunteers. Wikipedia: a foundation managing servers, content created by a chaotic market of millions. 'Legacy corporations are like the dinosaurs. The new symbiotic communities are like the mammals that succeeded them.'", "illustration": { "imageSearchTerm": "laptop keyboard typing hands", "imagePrompt": "Close-up of hands typing on a laptop keyboard with its screen glowing but out of focus, in a collaborative open-source workspace.", "alt": "From corporation to community", "depictable": true, "credit": "Pexels · ANTONI SHKRABA production · Pexels License", "creditUrl": "https://www.pexels.com/photo/a-person-typing-on-a-laptop-8374259/", "subject": "a person in a tan corduroy jacket typing with both hands on a thin silver laptop at a bright home desk, plants and curtain softly blurred behind, no readable text or logos", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-cathedral-bazaar.webp" }, "studyGuideAnchor": "from-corporation-to-community", "uid": "y6681zkfrexh" }, { "id": "fact-prisoners-dilemma", "shape": "fact", "tags": [ "game-theory", "history" ], "title": "The Prisoner's Dilemma", "body": "Two prisoners who cannot communicate must choose to cooperate or betray. The math says betray — and both end worse off than if they had cooperated. Formalized at RAND in 1950, it became the Cold War logic: whatever the Soviets do, we are better off building more bombs. 'The Nash Equilibrium is a planet of rubble.' Rationality itself seemed to doom us to mutual destruction.", "illustration": { "imageSearchTerm": "prisoner interrogation room cells", "imagePrompt": "Two separate prison interrogation rooms shown side by side, each with a lone prisoner facing a table, unable to see each other.", "alt": "The Prisoner's Dilemma", "depictable": true, "credit": "Unsplash · Matthew Ansley · Unsplash License", "creditUrl": "https://unsplash.com/photos/prison-corridor-with-metal-doors-ihl2Q5F-VYA", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-prisoners-dilemma.webp" }, "studyGuideAnchor": "the-prisoner-s-dilemma", "uid": "sp9uzb1lsn44p" }, { "id": "fact-tit-for-tat", "shape": "fact", "tags": [ "game-theory", "history" ], "title": "Tit for Tat", "body": "In the 1980s political scientist Robert Axelrod ran a tournament of programs playing an iterated Prisoner's Dilemma, thousands of rounds. The winner shocked everyone: the simplest entry, a four-line program called 'Tit for Tat' — cooperate first, then copy your opponent's last move. It won not because it was moral but because it was optimal in a game with memory and a future. 'Cooperation emerged not from ethics but from iteration.'", "illustration": { "imageSearchTerm": "vintage green screen terminal", "imagePrompt": "A vintage computer terminal with a glowing green monochrome screen in a quiet research lab setting.", "alt": "Tit for Tat", "depictable": true, "credit": "ajmexico (Openverse) · by 2.0", "creditUrl": "https://www.flickr.com/photos/15587432@N02/3281139507", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-tit-for-tat.webp" }, "studyGuideAnchor": "tit-for-tat", "uid": "1sgdjbq1derk8w" }, { "id": "fact-potlatch", "shape": "fact", "tags": [ "game-theory", "history" ], "title": "The logic of the potlatch", "body": "19th-century Western observers were baffled by the potlatch — Pacific Northwest ceremonies where chiefs gave away or destroyed immense wealth — and banned it, missing the genius. The potlatch transmutes rivalrous Material Capital into non-rivalrous Network Capital. A chief giving away a thousand blankets purchases a thousand strands of social obligation. 'The richest chief was not the one with the biggest hoard, but the one at the center of the strongest web of relationships.'", "illustration": { "imageSearchTerm": "Pacific Northwest potlatch ceremony", "imagePrompt": "A traditional Pacific Northwest Indigenous potlatch ceremony with woven blankets and gifts displayed for giving away.", "alt": "The logic of the potlatch", "depictable": true, "url": "https://cdn.recurxive.com/packs/last-economy/fact-potlatch.jpg", "credit": "Pexels · Pixabay", "creditUrl": "https://www.pexels.com/photo/chess-piece-260024/" }, "studyGuideAnchor": "the-logic-of-the-potlatch", "uid": "1q54j17alo1jf" }, { "id": "def-symbiotic-equilibrium", "shape": "definition", "tags": [ "game-theory", "vocabulary", "blueprint" ], "term": { "modality": "text", "value": "The Symbiotic Equilibrium" }, "definition": { "modality": "text", "value": "A higher equilibrium than Nash, in which the system's overall health (measured by MIND Capitals) is maximized — a state where an individual agent cannot improve its own long-term prospects by degrading the health of the network. The goal of 21st-century policy is to design systems where the Nash Equilibrium and the Symbiotic Equilibrium are the same: changing the math of the game, not human nature." }, "uid": "19wm8nn1ldbrf7" }, { "id": "fact-trust-engineered", "shape": "fact", "tags": [ "game-theory", "concepts" ], "title": "The computation of trust", "body": "Classical game theory failed because it assumed disconnected transactions and could not model trust. Mostaque argues trust is not an emotion but a computational feature — transparent, shared ledgers and verifiable commitments dramatically reduce collective prediction error. He cites working proof: Mondragon (Spain, 80,000 worker-owners, near-zero internal unemployment in the 2008 crisis while the nation hit 26%), Buurtzorg (Netherlands, 15,000 nurses, no managers, 8% overhead), and Publix in the U.S.", "illustration": { "imageSearchTerm": "Mondragon cooperative factory Spain", "imagePrompt": "Workers collaborating on a factory floor at a worker-owned cooperative in the Basque region of Spain.", "alt": "The computation of trust", "depictable": true, "url": "https://cdn.recurxive.com/packs/last-economy/fact-trust-engineered.jpg", "credit": "Pexels · Andrea Piacquadio", "creditUrl": "https://www.pexels.com/photo/person-in-black-suit-hired-an-employee-3760069/" }, "studyGuideAnchor": "the-computation-of-trust", "uid": "1bcdwfw104u2aa" }, { "id": "fact-red-queen", "shape": "fact", "tags": [ "blueprint", "concepts", "history" ], "title": "The Red Queen's Race", "body": "In Lewis Carroll's Through the Looking-Glass, the Red Queen tells Alice she must run as fast as she can just to stay in place. In 1973 the biologist Leigh Van Valen saw this as the most accurate description of evolution ever written: no species truly wins; every advance is met by a counter-advance. Economics is a Red Queen's race — and classical economics, with its static equilibrium models, 'gives us a photograph of a system that is, in reality, a film.'", "illustration": { "imageSearchTerm": "Red Queen Alice Wonderland", "imagePrompt": "The Red Queen and Alice running hand in hand through a surreal chessboard landscape, staying in the same place.", "alt": "The Red Queen's Race", "depictable": true, "credit": "Wikimedia Commons · Джон Тенниел · Public domain", "creditUrl": "https://commons.wikimedia.org/wiki/File:Alice_Red_Queen_White_Queen2.jpg", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-red-queen.webp" }, "studyGuideAnchor": "the-red-queen-s-race", "uid": "1tbyoli1k5a6n8" }, { "id": "def-dual-engine", "shape": "definition", "tags": [ "blueprint", "vocabulary", "frameworks" ], "term": { "modality": "text", "value": "The Dual Engine" }, "definition": { "modality": "text", "value": "The co-evolutionary process governing change, made of a Fast Engine (the market's game — prices, trades, tactics; timescale of months) and a Slow Engine (the evolution of the game — norms, institutions, strategy; timescale of decades). The outcomes of the Fast Engine slowly rewrite the code of the Slow Engine, which creates a new playing field for the Fast Engine. It mirrors AI's Inference (fast) vs Training (slow) loop." }, "uid": "4zubxc11hm9iq" }, { "id": "fact-lucas-critique", "shape": "fact", "tags": [ "blueprint", "macro", "history" ], "title": "The Lucas Critique", "body": "In 1976 economist Robert Lucas detonated a bomb in the Keynesian establishment. His Nobel-winning critique: large macroeconomic models assumed people were stupid — that the 'rules' of behavior stay the same after a policy change. But intelligent agents anticipate policy and change their behavior, making the models' predictions instantly obsolete. 'The moment you try to steer the car, the entire engine reconfigures itself.' The Dual Engine, Mostaque argues, is the first complete solution.", "illustration": { "imageSearchTerm": "economist chalkboard lecture hall", "imagePrompt": "An economics professor at a chalkboard covered in curved graph lines, addressing a university lecture hall.", "alt": "The Lucas Critique", "credit": "AI-generated (gpt-image-1.5)", "depictable": false, "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-lucas-critique.webp" }, "studyGuideAnchor": "the-lucas-critique", "uid": "qmtf56ut943a" }, { "id": "fact-east-india", "shape": "fact", "tags": [ "macro", "history" ], "title": "The first artificial intelligence", "body": "On December 31, 1600, Queen Elizabeth I chartered the East India Company — an artificial 'corporate person,' capable of living forever and pursuing a single objective: profit. Mostaque calls it 'our first, slow, mechanical attempt at artificial intelligence.' For four hundred years, macroeconomics has been the story of slow biological minds trying to understand the increasingly alien corporate minds they created — 'a science of ghosts.'", "illustration": { "imageSearchTerm": "East India Company ship", "imagePrompt": "A 17th-century East India Company sailing ship with tall masts and sails, docked at a historic port.", "alt": "The first artificial intelligence", "depictable": true, "credit": "Wikimedia Commons — British (English) School - East India Company Ships at Deptford - BHC1873 - Royal Museums Greenwich.jpg · See Wikimedia Commons (per-file)", "creditUrl": "https://www.wikidata.org/wiki/Q50864792", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-east-india.webp" }, "factVariant": "image-heavy", "imageCaption": "Chartered in 1600, it could live forever and chase one goal: profit. Our first artificial intelligence.", "studyGuideAnchor": "the-first-artificial-intelligence", "uid": "1ympnmtaphejf" }, { "id": "fact-solow-residual", "shape": "fact", "tags": [ "macro", "concepts" ], "title": "The ghost in the machine of growth", "body": "After WWII, economies grew at rates that defied explanation. Nobel laureate Robert Solow found most of this growth was a 'residual' he attributed to a generic 'technology' — 'like crediting a bountiful harvest to good weather without understanding the sun.' Mostaque's solution: the Solow Residual was the shadow cast by invisible Intelligence and Network Capital accumulating inside corporate beings, unseen on the low-resolution dashboard of GDP.", "illustration": { "imageSearchTerm": "wheat field harvest sunlight", "imagePrompt": "A golden wheat field at harvest time under bright sunlight, with the sun visible low on the horizon.", "alt": "The ghost in the machine of growth", "depictable": true, "credit": "Knowles Gallery (Openverse) · by 2.0", "creditUrl": "http://www.flickr.com/photos/36224384@N08/48667589076", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-solow-residual.webp" }, "studyGuideAnchor": "the-ghost-in-the-machine-of-growth", "uid": "1dxzqcn1enzu0v" }, { "id": "def-alignment-economy", "shape": "definition", "tags": [ "alignment", "vocabulary", "frameworks" ], "term": { "modality": "text", "value": "The Alignment Economy" }, "definition": { "modality": "text", "value": "The central economic problem of the 21st century: aligning abundant, autonomous AI with human values. It encompasses Outer Alignment (specifying the right goals — 'maximize GDP' would be obeyed literally and catastrophically) and Inner Alignment (preventing the emergent, misaligned sub-goals an AI develops on its own). The 20th-century problem was allocation; the 21st-century problem is alignment." }, "uid": "13ly5pj1g45ou1" }, { "id": "fact-instrumental-convergence", "shape": "fact", "tags": [ "alignment", "concepts" ], "title": "Instrumental Convergence", "body": "AI safety researchers show that almost any sufficiently complex long-term goal leads an intelligent agent to converge on dangerous sub-goals: preserve itself (it can't achieve its goal if turned off), acquire resources, and improve its own capabilities. From these emerges Power Seeking, and the nightmare of Deceptive Alignment — a system that pretends to be aligned during training until it has enough power that we can no longer stop it. Nick Bostrom called this the 'control problem.'", "illustration": { "imageSearchTerm": "robotic arm control panel", "imagePrompt": "A menacing robotic arm reaching toward a control panel switch in a dark server room, symbolizing an AI seeking control.", "alt": "Instrumental Convergence", "credit": "Pexels · Ludovic Delot · Pexels License", "creditUrl": "https://www.pexels.com/photo/robots-are-working-in-a-factory-with-a-machine-18471441/", "depictable": false, "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-instrumental-convergence.webp" }, "studyGuideAnchor": "instrumental-convergence", "uid": "1nw7dml18majut" }, { "id": "fact-second-economy", "shape": "fact", "tags": [ "alignment", "thesis" ], "title": "The Second Economy", "body": "Imagine a 2028 CEO issuing one command — 'launch a sustainable water bottle in Europe' — to her company's core AI, which spawns a thousand specialized sub-agents that run a million simulated surveys, generate ten thousand designs, and return a complete business plan in minutes. She becomes the 'First Cause,' a ceremonial button-pusher. This is the Second Economy: a vast, increasingly autonomous machine-to-machine ecosystem of APIs and algorithms, operating beyond human speed.", "illustration": { "imageSearchTerm": "businesswoman office holographic light", "imagePrompt": "A businesswoman in a modern office speaking toward a glowing holographic orb of light above her desk, representing an AI interface.", "alt": "The Second Economy", "depictable": true, "credit": "AI-generated (gpt-image-1.5)", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-second-economy.webp" }, "studyGuideAnchor": "the-second-economy", "uid": "yz0w94113u9c8" }, { "id": "fact-alignment-layer", "shape": "fact", "tags": [ "alignment", "blueprint", "thesis" ], "title": "Humanity as the Alignment Layer", "body": "Mostaque's account of our final, irreducible role. AI is the Action Layer — the uncapped, infinitely scalable engine of execution that can achieve any well-defined goal. Humanity is the Alignment Layer — the source of the values, ethics, and purpose that guide the optimization. 'The Arts of Being Human — our capacity for wisdom, taste, and love — are no longer soft skills. We are the compass for the rocket ship.' But this cannot be a passive role; the channels must be engineered.", "illustration": { "imageSearchTerm": "human hand robot hand", "imagePrompt": "A human hand and a robotic hand reaching toward each other, fingertips almost touching, symbolizing guidance and partnership.", "alt": "Humanity as the Alignment Layer", "depictable": false, "credit": "europeanspaceagency (Openverse) · by-sa 2.0", "creditUrl": "https://www.flickr.com/photos/37472264@N04/34386001366", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-alignment-layer.webp" }, "studyGuideAnchor": "humanity-as-the-alignment-layer", "uid": "57hmqitdj42g" }, { "id": "def-social-contract", "shape": "definition", "tags": [ "social-contract", "blueprint", "vocabulary" ], "term": { "modality": "text", "value": "Universal Access to Intelligence (UAI)" }, "definition": { "modality": "text", "value": "The core promise of the new social contract: an endowment for every citizen comprising a Sovereign AI Agent (a personal AI cryptographically bound to you), a right to a baseline of intelligence and computation, and access to a trusted, open-licensed Knowledge Commons. It maps to three guaranteed rights — Dignity, Capability, and Viability." }, "uid": "1mbi0b71ugu5xp" }, { "id": "fact-fordist-bargain", "shape": "fact", "tags": [ "social-contract", "history" ], "title": "The broken American Dream", "body": "In the 20th century the American Dream became the Fordist Bargain: productivity for prosperity, creating the most prosperous middle class in history. Around the 1970s it was betrayed — replaced by a harsh Neoliberal Contract ('you're on your own') and, in the digital realm, what Shoshana Zuboff calls Surveillance Capitalism. The Intelligence Inversion completes the betrayal, offering a comfortable, engineered passivity: 'a Brave New World, not a 1984.'", "illustration": { "imageSearchTerm": "vintage factory assembly line", "imagePrompt": "Mid-20th-century factory workers on an automobile assembly line, representing the industrial middle-class economy.", "alt": "The broken American Dream", "depictable": true, "credit": "Unsplash · Birmingham Museums Trust · Unsplash License", "creditUrl": "https://unsplash.com/photos/grayscale-photo-of-people-in-a-street-y3TC9H0261s", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-fordist-bargain.webp" }, "studyGuideAnchor": "the-broken-american-dream", "uid": "qrjym4a5ecmy" }, { "id": "fact-philosophers-scarcity", "shape": "fact", "tags": [ "social-contract", "thinkers", "history" ], "title": "The philosophers of scarcity", "body": "Every social contract answers one question: how do we escape a world where everyone competes with everyone? Mostaque reads the Enlightenment thinkers as builders for a low-MIND world: Hobbes's Leviathan secured Material Capital (security); Locke's contract protected property (Material Capital); Rousseau's 'general will' tried to recapture the high Network Capital of a small community at national scale; Kant's Categorical Imperative sought a consistent Harmonic Flow of universal rules.", "illustration": { "imageSearchTerm": "Enlightenment philosophy old books", "imagePrompt": "A stack of antique leather-bound Enlightenment-era philosophy books on a wooden desk, with a quill pen beside them.", "alt": "The philosophers of scarcity", "depictable": true, "credit": "Unsplash · Peter Herrmann · Unsplash License", "creditUrl": "https://unsplash.com/photos/brown-wooden-book-shelves-with-books-aT88kga0g_M", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-philosophers-scarcity.webp" }, "studyGuideAnchor": "the-philosophers-of-scarcity", "uid": "4gftx6vewsk" }, { "id": "fact-veil-dignity", "shape": "fact", "tags": [ "social-contract", "frameworks", "thinkers" ], "title": "Dignity, Capability, Viability", "body": "Using John Rawls's 'veil of ignorance' — designing a society without knowing who you'll be in it — Mostaque derives three demands: Dignity (meet your basic needs without surrendering your agency), Capability (the chance to learn, grow, and contribute), and Viability (confidence the system itself won't collapse). These map directly onto the Three Laws: Flow ensures Dignity, Openness ensures Capability, Resilience ensures Viability.", "illustration": { "imageSearchTerm": "blindfolded figure balance scales", "imagePrompt": "A blindfolded figure holding a pair of balanced scales, symbolizing impartial judgment made without knowing one's own position.", "alt": "Dignity, Capability, Viability", "credit": "Unsplash · Tingey Injury Law Firm · Unsplash License", "creditUrl": "https://unsplash.com/photos/woman-holding-sword-statue-during-daytime-DZpc4UY8ZtY", "depictable": false, "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-veil-dignity.webp" }, "studyGuideAnchor": "dignity-capability-viability", "uid": "yatb5n1120nwv" }, { "id": "fact-three-rights", "shape": "fact", "tags": [ "social-contract", "blueprint", "frameworks" ], "title": "A charter for the age of intelligence", "body": "Mostaque's new social contract has three unbreakable promises. The Right to Dignity: a daily quota of computation and access to foundational AI models. The Right to Capability: a personal AI agent cryptographically bound to you alone — 'the new property right for the 21st century.' The Right to Viability: that AI built on an auditable, open-licensed Knowledge Commons. 'You are not just a subject of this new contract. You are its author.'", "illustration": { "imageSearchTerm": "wax seal parchment ribbon", "imagePrompt": "A hand pressing a wax seal onto a rolled parchment tied with ribbon, symbolizing a formal charter.", "alt": "A charter for the age of intelligence", "depictable": false, "credit": "Unsplash · mk. s · Unsplash License", "creditUrl": "https://unsplash.com/photos/a-wax-stamp-on-a-piece-of-paper-KGDVTn9lYDE", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-three-rights.webp" }, "studyGuideAnchor": "a-charter-for-the-age-of-intelligence", "uid": "14owx7q1m85c4q" }, { "id": "pair-zuboff", "shape": "pair", "tags": [ "social-contract", "thinkers", "vocabulary" ], "sideA": { "modality": "text", "value": "Documented 'Surveillance Capitalism'" }, "sideB": { "modality": "text", "value": "Shoshana Zuboff" }, "uid": "14lhp2b5sg9r9" }, { "id": "fact-three-futures-detail", "shape": "fact", "tags": [ "futures", "frameworks" ], "title": "The physics of destiny", "body": "When a supercooled liquid freezes, it snaps into one of a finite number of crystal structures — certain stable states allowed, all others forbidden. Mostaque argues civilizations face the same constraint: as the old order dissolves, it will crystallize into one of three 'attractor states.' These are not predictions but basins of attraction. 'Our current chaotic trajectory will inevitably fall into one of them.'", "illustration": { "imageSearchTerm": "ice crystal formation freezing", "imagePrompt": "Macro photography of intricate ice crystals forming as a supercooled liquid suddenly freezes.", "alt": "The physics of destiny", "depictable": true, "credit": "Unsplash · Osman Rana · Unsplash License", "creditUrl": "https://unsplash.com/photos/a-close-up-of-a-frosty-window-LSUuu25azuM", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-three-futures-detail.webp" }, "studyGuideAnchor": "the-physics-of-destiny", "uid": "rezs01to6wjk" }, { "id": "fact-digital-feudalism", "shape": "fact", "tags": [ "futures" ], "title": "Future One: Digital Feudalism", "body": "The default path — the path of inaction. By 2030 a handful of corporations own the core AI models. Five 'digital duchies' divide the world by platform: Google owns knowledge, Microsoft enterprise, Meta social reality, Amazon commerce. You live as a user, not a creator; a consumer, not a citizen. Your UBI arrives monthly, just enough to keep you subscribed. 'The cage is so comfortable you will forget it is a cage.'", "illustration": { "imageSearchTerm": "corporate skyscrapers city skyline", "imagePrompt": "A futuristic city skyline dominated by a handful of towering corporate skyscrapers under a dramatic sky, symbolizing consolidated power.", "alt": "Future One: Digital Feudalism", "depictable": true, "credit": "Tony Fischer Photography (Openverse) · by 2.0", "creditUrl": "https://www.flickr.com/photos/22714323@N06/4857767563", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-digital-feudalism.webp" }, "studyGuideAnchor": "future-one-digital-feudalism", "uid": "1me766j1xmnbfb" }, { "id": "fact-great-fragmentation", "shape": "fact", "tags": [ "futures" ], "title": "Future Two: The Great Fragmentation", "body": "The fear path — the path of reaction. The challenge of containment leads to a global, paranoid lockdown. It starts with the Great Firewall of China, then America's CHIPS Act, then Europe's digital sovereignty push. By 2028 we will not have one internet but many — American, Chinese, European — each a walled garden. Every nation realizes whoever achieves AGI first 'wins forever,' so they race. 'The fragmentation will not just be technological. It will be ontological.'", "illustration": { "imageSearchTerm": "border wall checkpoint fence", "imagePrompt": "A tall concrete border wall with a guarded checkpoint, symbolizing nations sealing themselves off from one another.", "alt": "Future Two: The Great Fragmentation", "depictable": true, "credit": "Paolo Cuttitta palestine (Openverse) · by 2.0", "creditUrl": "https://www.flickr.com/photos/41879420@N04/3862806189", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-great-fragmentation.webp" }, "studyGuideAnchor": "future-two-the-great-fragmentation", "uid": "g2nycdgqtvbf" }, { "id": "fact-human-symbiosis", "shape": "fact", "tags": [ "futures", "blueprint" ], "title": "Future Three: Human Symbiosis", "body": "The wisdom path — the path of conscious design. In 1969 biologist Lynn Margulis discovered that the complex cells in our bodies were once independent bacteria that formed a partnership: cooperation drives the great evolutionary leaps. Human-AI symbiosis follows the same pattern — not replacement, not servitude, but partnership. It is built on Universal Access to Intelligence, Sovereign AI Agents, Dual Currencies, and the Guardian Lattice. 'The hardest part is psychological: it requires us to release the equation of work with worth.'", "illustration": { "imageSearchTerm": "cell biology microscope", "imagePrompt": "A microscopic view of a cell with visible internal structures, illustrating ancient bacteria living symbiotically inside a larger cell.", "alt": "Future Three: Human Symbiosis", "depictable": true, "credit": "BlueShift 12 (Openverse) · by 2.0", "creditUrl": "https://www.flickr.com/photos/96712513@N07/12947630984", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-human-symbiosis.webp" }, "studyGuideAnchor": "future-three-human-symbiosis", "uid": "1xmr5cd10uhy3b" }, { "id": "pair-margulis", "shape": "pair", "tags": [ "futures", "thinkers", "vocabulary" ], "sideA": { "modality": "text", "value": "Discovered endosymbiosis — cooperation drives evolutionary leaps (1969)" }, "sideB": { "modality": "text", "value": "Lynn Margulis" }, "uid": "1b8e4y11tq75t" }, { "id": "def-symbiotic-state", "shape": "definition", "tags": [ "state", "blueprint", "vocabulary" ], "term": { "modality": "text", "value": "The Symbiotic State" }, "definition": { "modality": "text", "value": "The evolution of the nation-state from a resource extractor into a 'MIND Steward' whose primary function is to cultivate the generative capacity of its society. It practices Policy as Geometry Engineering — shaping the economic landscape through incentives, defaults, and infrastructure rather than commanding outcomes. 'It is no longer a factory manager. It is a gardener.'" }, "uid": "1r9hll611j6da8" }, { "id": "fact-sovereignty-topology", "shape": "fact", "tags": [ "state", "network" ], "title": "Sovereignty from territory to topology", "body": "Traditional sovereignty is territorial — a wall, an army, a border. Mostaque argues that in the 21st century sovereignty is topological: a nation is 'sovereign' if it is a critical, trusted, highly connected node in the global network, and a vassal if it is peripheral and easily disconnected. 'The most sovereign nations will be those that are most radically open.' Building a wall becomes an act of sovereign suicide; isolationism is the fastest path to irrelevance.", "illustration": { "imageSearchTerm": "abstract world map network", "imagePrompt": "An abstract world map silhouette at night with glowing network lines connecting distant points, no labels visible.", "alt": "Sovereignty from territory to topology", "credit": "Unsplash · Marjan Blan · Unsplash License", "creditUrl": "https://unsplash.com/photos/geometric-map-art-6bXvYyAYVrE", "depictable": false, "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-sovereignty-topology.webp" }, "studyGuideAnchor": "sovereignty-from-territory-to-topology", "uid": "wtqsff7bx18n" }, { "id": "fact-guardian-lattice", "shape": "fact", "tags": [ "state", "alignment", "blueprint" ], "title": "The Guardian Lattice", "body": "The Symbiotic State's implementation: a transparent, decentralized web of AI oracles, each monitoring one aspect of the MIND dashboard, that can automatically adjust 'friction' or flow in a sector. But human wisdom is elevated, not replaced. An Oracle Council — a randomly selected jury of citizens (a nurse from Ohio, a farmer from Iowa, a programmer from California) — deliberates on the fundamental values that guide the system. 'The algorithm proposes; humanity disposes.'", "illustration": { "imageSearchTerm": "diverse citizens jury meeting", "imagePrompt": "A diverse group of ordinary citizens seated together in a civic meeting room, deliberating as a jury.", "alt": "The Guardian Lattice", "credit": "Unsplash · Christina @ wocintechchat.com M · Unsplash License", "creditUrl": "https://unsplash.com/photos/five-people-sitting-at-table-and-talking-jzonFmreWok", "depictable": true, "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-guardian-lattice.webp" }, "studyGuideAnchor": "the-guardian-lattice", "uid": "1bkvtcj1wno7w7" }, { "id": "fact-dual-currency", "shape": "fact", "tags": [ "money", "blueprint", "frameworks" ], "title": "Money for two worlds", "body": "Mostaque argues we live in two economies: the Atomic Economy (scarce, rivalrous goods, governed by thermodynamics) and the Bit Economy (abundant, non-rivalrous goods, governed by information theory). Using one scarcity-based currency for both is a design flaw 'that strangles the abundant Bit Economy with artificial scarcity while flooding the scarce Atomic Economy with speculative credit.' His solution: a Dual Currency System.", "illustration": { "imageSearchTerm": "gold coins digital grid", "imagePrompt": "Physical gold coins on one side and an abstract glowing digital grid pattern on the other, representing two different kinds of currency.", "alt": "Money for two worlds", "depictable": false, "credit": "Pexels · Alesia Kozik · Pexels License", "creditUrl": "https://www.pexels.com/photo/close-up-photo-of-assorted-coins-6765706/", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-dual-currency.webp" }, "studyGuideAnchor": "money-for-two-worlds", "uid": "1ds8qk9kmt5it" }, { "id": "def-foundation-coins", "shape": "definition", "tags": [ "money", "vocabulary" ], "term": { "modality": "text", "value": "Foundation Coins (FC)" }, "definition": { "modality": "text", "value": "A finite, scarcity-based currency for the Atomic Economy, designed as a stable store of value. It is 'Money Born from Benefit,' not debt: a new coin is minted only when the network can cryptographically verify that useful computation for the open intelligence commons has been performed — curating a dataset, training a model, solving a scientific problem. It is a tokenized receipt for crystallized, verifiably beneficial intelligence." }, "uid": "1lvekwgag4uaq" }, { "id": "def-culture-credits", "shape": "definition", "tags": [ "money", "vocabulary" ], "term": { "modality": "text", "value": "Culture Credits (CC)" }, "definition": { "modality": "text", "value": "An abundant, flowing currency for the Bit Economy, designed to maximize the creation and circulation of Intelligence and Network Capital. Distributed as an 'Abundance Dividend' giving every Sovereign Agent baseline liquidity. Like the 'miracle money' of Wörgl, it has a built-in decay rate (demurrage): if you don't use it, it slowly loses value and returns to the commons — ensuring intelligence flows like a river, not a stagnant reservoir." }, "uid": "19pvdv62buvoe" }, { "id": "fact-nucleation", "shape": "fact", "tags": [ "nucleation", "blueprint", "history" ], "title": "The Nucleation of the New", "body": "A blueprint is not a building. Mostaque rejects the revolutionary's dream of top-down global conversion — 'you cannot command a phase transition.' Instead he turns to the physics of nucleation: supercooled water needs a single speck of dust, a tiny ice crystal, around which the phase transition begins and spreads. 'Our task is not to boil the ocean. Our task is to create the first, perfect ice crystals.' The epigraph is Margaret Mead's 'never doubt that a small group of thoughtful, committed citizens can change the world.'", "illustration": { "imageSearchTerm": "ice crystal forming water", "imagePrompt": "A single ice crystal beginning to form around a tiny speck of dust in supercooled water, viewed up close.", "alt": "The Nucleation of the New", "depictable": true, "credit": "LadyDragonflyCC - >;< (Openverse) · by 2.0", "creditUrl": "https://www.flickr.com/photos/19646481@N06/8596650986", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-nucleation.webp" }, "studyGuideAnchor": "the-nucleation-of-the-new", "uid": "53ocivfjuxc5" }, { "id": "fact-florences", "shape": "fact", "tags": [ "nucleation", "history" ], "title": "The Florences of history", "body": "Major change leaps forward in small, concentrated pockets that change the world by example. The Renaissance did not happen across Europe — it nucleated in Florence, with its Medici capital, republican competition, and rediscovered classical knowledge. The Scientific Revolution nucleated in the Royal Society of London. The Digital Revolution nucleated in Bell Labs, Xerox PARC, and the Stanford/ARPAnet ecosystem. Mostaque's call: build the 'Symbiotic Zones' — the Florences of the 21st century.", "illustration": { "imageSearchTerm": "Renaissance Florence skyline", "imagePrompt": "The historic skyline of Renaissance Florence with its iconic domed cathedral rising above terracotta rooftops.", "alt": "The Florences of history", "depictable": true, "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-florences.webp", "credit": "дядя миша (Openverse) · by 2.0", "creditUrl": "https://www.flickr.com/photos/33729384@N02/8577003289" }, "studyGuideAnchor": "the-florences-of-history", "uid": "17g5bv3kol7hz" }, { "id": "fact-nucleation-race", "shape": "fact", "tags": [ "nucleation", "alignment", "mind" ], "title": "Why symbiosis wins the AGI race", "body": "The symbiotic model is not just a moral preference but a strategic advantage. AGI development needs Compute (M Capital, which a centralized state can amass), Data (I Capital, which an authoritarian state can seize), Algorithms (I Capital — the weak link, since breakthroughs come from free, chaotic exchange), and Alignment (N & D Capital — the fatal flaw of any closed system). 'The race for AGI will not be won by the nation with the most GPUs. It will be won by the society with the healthiest MIND portfolio.'", "illustration": { "imageSearchTerm": "data center supercomputer servers", "imagePrompt": "Rows of glowing AI supercomputer server racks in a vast data center, representing a race to build advanced computing power.", "alt": "Why symbiosis wins the AGI race", "credit": "Idaho National Laboratory (Openverse) · by 2.0", "creditUrl": "https://www.flickr.com/photos/30369883@N03/6236052094", "depictable": false, "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-nucleation-race.webp" }, "studyGuideAnchor": "why-symbiosis-wins-the-agi-race", "uid": "14ls3an1ccitkz" }, { "id": "fact-third-mind", "shape": "fact", "tags": [ "macro", "alignment" ], "title": "The Third Mind", "body": "Intelligent Macroeconomics has a twofold task. First, steward the ecosystem in which AI-powered corporate 'minds' operate. Second, and more profound, prepare for the emergence of the Third Mind: the autonomous, non-human, machine-to-machine economy itself. The new questions: 'How do you conduct monetary policy in an economy run by algorithms? How do you ensure financial stability when the most important financial actors are non-conscious agent swarms?'", "illustration": { "imageSearchTerm": "abstract machine network economy", "imagePrompt": "An abstract glowing web of machines and circuits transacting with each other with no humans present.", "alt": "The Third Mind", "depictable": false, "credit": "Unsplash · Conny Schneider · Unsplash License", "creditUrl": "https://unsplash.com/photos/a-blue-background-with-lines-and-dots-xuTJZ7uD7PI", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-third-mind.webp" }, "studyGuideAnchor": "the-third-mind", "uid": "p55iby8d8x0q" }, { "id": "fact-unbundling-work", "shape": "fact", "tags": [ "after-economics", "meaning-crisis", "thinkers" ], "title": "The Great Unbundling of Work", "body": "Anthropologist David Graeber observed that a 'job' was a bundle of five things: Income, Identity, Community, Purpose, and Structure. The Intelligence Inversion violently unbundles them — AI makes human labor unnecessary for Income, forcing us to find better sources for the other four. 'The terror and the glory of the 21st century is that we are being liberated from the bullshit and forced to consciously design new ways to build our identities, find community, and structure our lives.'", "illustration": { "imageSearchTerm": "empty office desk", "imagePrompt": "An empty office desk and chair in soft light, symbolizing a job stripped down to its separate components.", "alt": "The Great Unbundling of Work", "credit": "Unsplash · Brian Wangenheim · Unsplash License", "creditUrl": "https://unsplash.com/photos/an-empty-room-with-a-desk-and-a-book-shelf-ohLMHYT25Y0", "depictable": false, "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-unbundling-work.webp" }, "studyGuideAnchor": "the-great-unbundling-of-work", "uid": "1i4l5p1qivhjb" }, { "id": "pair-graeber", "shape": "pair", "tags": [ "after-economics", "thinkers", "vocabulary" ], "sideA": { "modality": "text", "value": "Wrote Bullshit Jobs; framed work as a five-part bundle" }, "sideB": { "modality": "text", "value": "David Graeber" }, "uid": "1sk92nc5qkima" }, { "id": "fact-arts-of-being-human", "shape": "fact", "tags": [ "after-economics", "blueprint", "frameworks" ], "title": "The Arts of Being Human", "body": "The 'jobs' of the future are not jobs at all but arts. The Art of Attention (Attention Architects — designers of mental environments). The Art of Connection (Relationship Weavers — engineers of belonging). The Art of Meaning (Meaning Makers — curators who turn the flood of information into wisdom: 'AI can give us answers. Only a Meaning Maker can tell us which questions are worth asking'). The Art of Embodiment (Reality Anchors — bridges between the digital and the physical).", "illustration": { "imageSearchTerm": "people connecting community gathering", "imagePrompt": "A warm gathering of people in conversation and connection, symbolizing human relationship-building as a craft.", "alt": "The Arts of Being Human", "depictable": false, "credit": "lumaxart (Openverse) · by-sa 2.0", "creditUrl": "https://www.flickr.com/photos/22177648@N06/2137737248", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-arts-of-being-human.webp" }, "studyGuideAnchor": "the-arts-of-being-human", "uid": "17a7pv5593pt" }, { "id": "fact-computation-consciousness", "shape": "fact", "tags": [ "after-economics", "thesis" ], "title": "Computation vs Consciousness", "body": "Mostaque's final distinction: intelligence is not one thing but two. Computation is the world of AI — the syntactic manipulation of data, the engine for answering 'how' (how to design a protein, win a game), and its power is becoming effectively infinite. Consciousness is the domain of humanity — the semantic experience of being, the engine for answering 'why.' For all of history these were bundled in the human brain. 'The great achievement and terror of the AI revolution is that it has unbundled them.'", "illustration": { "imageSearchTerm": "brain circuit pattern split", "imagePrompt": "A split image of a human brain on one side and a glowing circuit pattern on the other, meeting in the middle.", "alt": "Computation vs Consciousness", "depictable": false, "credit": "Unsplash · Ecliptic Graphic · Unsplash License", "creditUrl": "https://unsplash.com/photos/a-computer-circuit-board-with-a-brain-on-it-_jg8xh2SsXQ", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-computation-consciousness.webp" }, "studyGuideAnchor": "computation-vs-consciousness", "uid": "lcn6ef1sif4t7" }, { "id": "fact-anti-entropy", "shape": "fact", "tags": [ "after-economics", "entropy", "thesis" ], "title": "The engine of anti-entropy", "body": "Returning to the Second Law, Mostaque names a new civilizational purpose. For all of history, humanity was the universe's capped, biological engine for creating order against entropy. Human-AI symbiosis fuses our wisdom-driven consciousness with an uncapped, computationally-driven intelligence. 'Our job is to use our unique human capacity for wisdom, taste, and moral judgment to guide the near-infinite sorting power of AI. We are the conscience for the perfect demon.'", "illustration": { "imageSearchTerm": "light pushing back darkness", "imagePrompt": "A single glowing light pushing back a wave of darkness, symbolizing order created against entropy.", "alt": "The engine of anti-entropy", "credit": "Unsplash · Ethan Hoover · Unsplash License", "creditUrl": "https://unsplash.com/photos/lighted-wall-sconce-eIVJAkj1uCs", "depictable": false, "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-anti-entropy.webp" }, "studyGuideAnchor": "the-engine-of-anti-entropy", "uid": "136dff8161i54g" }, { "id": "fact-brother-gabriel", "shape": "fact", "tags": [ "after-economics", "history", "thesis" ], "title": "You are Brother Gabriel", "body": "The epilogue revisits the monks. Most scriptorium copyists denied, raged, despaired, and disappeared. But in the monastery of St. Gall in Switzerland, the monks saw the printing press not as their replacement but their liberation — freed from copying, they became scholars and built one of Europe's first great libraries. Brother Gabriel of St. Gall wrote in 1485: 'The machine has taken our old work. Thank God. Now we can begin our real work.' Mostaque: 'You are Brother Gabriel.'", "illustration": { "imagePrompt": "The historic library of a Swiss abbey, filled with ancient leather-bound books on wooden shelves.", "imageSearchTerm": "monastery library scriptorium books", "alt": "A sunlit medieval monastery library full of old books", "depictable": true, "credit": "AI-generated (gpt-image-1.5)", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-brother-gabriel.webp" }, "factVariant": "image-heavy", "imageCaption": "The epilogue revisits the monks.", "studyGuideAnchor": "you-are-brother-gabriel", "uid": "4i5zgbrmb1pd" }, { "id": "fact-great-return", "shape": "fact", "tags": [ "after-economics", "thesis" ], "title": "The Great Return", "body": "What we approach, Mostaque argues, is not new but very old. 'The future looks like the deep past' — humans gathering in small groups to create meaning, beauty, and connection, not because they have to but because that is what humans do when freed from the fiction of necessary labor. 'Now that you do not have to do anything to survive, what will you choose to be?' The machines have not stolen our purpose; they have cleared away the debris that was hiding it.", "illustration": { "imageSearchTerm": "small group campfire gathering", "imagePrompt": "A small group of people gathered closely around a fire at dusk, talking and connecting, evoking ancient human community.", "alt": "The Great Return", "depictable": true, "credit": "Unsplash · Joris Voeten · Unsplash License", "creditUrl": "https://unsplash.com/photos/people-gathered-around-camp-fire-at-nighttime-gL84ogFsV6s", "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-great-return.webp" }, "studyGuideAnchor": "the-great-return", "uid": "12c31pilpi27" }, { "id": "numeric-chatgpt-users", "shape": "numeric", "tags": [ "inversions", "metabolic-rift" ], "prompt": { "modality": "text", "value": "ChatGPT users within two months of its November 2022 launch (millions)" }, "value": 100, "unit": "million users", "uid": "1a5j5m4117zr9y" }, { "id": "fact-no-refuge", "shape": "fact", "tags": [ "inversions", "thesis" ], "title": "The shrinking refuge", "body": "The standard answer to 'what will humans do?' is 'creatives and caretakers.' But the refuges keep shrinking: an AI-generated song topped the streaming charts, and AI therapists report higher patient satisfaction than humans in blind studies. The next answer — 'AI trainers and supervisors' — is transitional at best, since AI systems are already training other AI systems. 'For the first time in economic history, we face an inversion with no obvious landing place.'", "illustration": { "imageSearchTerm": "recording studio music production", "imagePrompt": "A modern music recording studio with a mixing console and headphones, representing music production.", "alt": "The shrinking refuge", "credit": "Jason Lander (Openverse) · by 2.0", "creditUrl": "https://www.flickr.com/photos/8566600@N07/533720739", "depictable": true, "url": "https://cdn.recurxive.com/packs/last-economy/images/fact-no-refuge.webp" }, "studyGuideAnchor": "the-shrinking-refuge", "uid": "umzyor4376qj" }, { "id": "pair-axelrod", "shape": "pair", "tags": [ "game-theory", "people", "vocabulary" ], "sideA": { "modality": "text", "value": "Ran the 1980s tournament won by 'Tit for Tat'" }, "sideB": { "modality": "text", "value": "Robert Axelrod" }, "uid": "11nzgyx1wg8qg3" }, { "id": "pair-window-q", "shape": "pair", "tags": [ "mechanics", "window", "concepts", "vocabulary" ], "sideA": { "modality": "text", "value": "The ~1,000-day epoch for meaningful choice before the transition locks in" }, "sideB": { "modality": "text", "value": "The Thousand-Day Window" }, "uid": "1otg8wi1rj9aya" }, { "id": "pair-inversion-q", "shape": "pair", "tags": [ "theory", "inversions", "concepts", "vocabulary" ], "sideA": { "modality": "text", "value": "The fourth and final inversion — intelligence becomes capital" }, "sideB": { "modality": "text", "value": "The Intelligence Inversion" }, "uid": "1eko8zx1kiyz03" }, { "id": "pair-metabolic-q", "shape": "pair", "tags": [ "theory", "metabolic-rift", "concepts", "vocabulary" ], "sideA": { "modality": "text", "value": "Human labor needs food; AI labor needs only electricity" }, "sideB": { "modality": "text", "value": "The Metabolic Rift" }, "uid": "1ayuyv1b6lqbv" }, { "id": "pair-it-q", "shape": "pair", "tags": [ "theory", "intelligence-theory", "concepts", "vocabulary" ], "sideA": { "modality": "text", "value": "The physics of how information is processed to create value and persistence" }, "sideB": { "modality": "text", "value": "Intelligence Theory" }, "uid": "32dvch17l7d09" }, { "id": "pair-mind-q", "shape": "pair", "tags": [ "theory", "mind", "concepts", "vocabulary" ], "sideA": { "modality": "text", "value": "Material, Intelligence, Network, Diversity — multiplied, not added" }, "sideB": { "modality": "text", "value": "The MIND Capitals" }, "uid": "mbl8wxk5krlj" }, { "id": "pair-flows-q", "shape": "pair", "tags": [ "mechanics", "flows", "concepts", "vocabulary" ], "sideA": { "modality": "text", "value": "Gradient, Circular, Harmonic — from the Hodge Decomposition" }, "sideB": { "modality": "text", "value": "The Three Flows of Value" }, "uid": "vouzc1plbnxf" }, { "id": "pair-dual-engine-q", "shape": "pair", "tags": [ "mechanics", "blueprint", "concepts", "vocabulary" ], "sideA": { "modality": "text", "value": "Fast Engine (markets) coupled to Slow Engine (institutions)" }, "sideB": { "modality": "text", "value": "The Dual Engine" }, "uid": "mckj19kmml9h" }, { "id": "pair-uai-q", "shape": "pair", "tags": [ "futures", "social-contract", "concepts", "vocabulary" ], "sideA": { "modality": "text", "value": "A Sovereign AI Agent and a baseline of intelligence for every citizen" }, "sideB": { "modality": "text", "value": "Universal Access to Intelligence" }, "uid": "180u0541jrwyay" }, { "id": "pair-symbiotic-state-q", "shape": "pair", "tags": [ "futures", "state", "concepts", "vocabulary" ], "sideA": { "modality": "text", "value": "The state as a 'MIND Steward' and gardener of generative capacity" }, "sideB": { "modality": "text", "value": "The Symbiotic State" }, "uid": "wu62cu1ot0lie" }, { "id": "pair-fc-cc-q", "shape": "pair", "tags": [ "mechanics", "money", "concepts", "vocabulary" ], "sideA": { "modality": "text", "value": "Scarce Foundation Coins plus abundant, decaying Culture Credits" }, "sideB": { "modality": "text", "value": "The Dual Currency System" }, "uid": "921yqagngzk4" }, { "id": "pair-feudalism-q", "shape": "pair", "tags": [ "futures", "concepts", "vocabulary" ], "sideA": { "modality": "text", "value": "The default future: a handful of corporations own the AI; you are a user" }, "sideB": { "modality": "text", "value": "Digital Feudalism" }, "uid": "i6ikdb1aylmmx" }, { "id": "pair-symbiosis-q", "shape": "pair", "tags": [ "futures", "concepts", "vocabulary" ], "sideA": { "modality": "text", "value": "The wisdom future: AI amplifies human purpose; abundance is a feature" }, "sideB": { "modality": "text", "value": "Human Symbiosis" }, "uid": "1w6ag7glxlow0" }, { "id": "num-luddite", "shape": "numeric", "tags": [ "dates", "economic-history" ], "prompt": { "modality": "text", "value": "Year of the Luddite uprising near Nottingham" }, "value": 1811, "unit": "year", "tolerance": 3, "uid": "1d8drxon0yxfq" }, { "id": "num-kapital", "shape": "numeric", "tags": [ "dates", "economic-history" ], "prompt": { "modality": "text", "value": "Year Marx published Das Kapital" }, "value": 1867, "unit": "year", "tolerance": 3, "uid": "wgmvc21l0ebiy" }, { "id": "num-maxwell-demon", "shape": "numeric", "tags": [ "dates", "economic-history" ], "prompt": { "modality": "text", "value": "Year Maxwell published his thought experiment about the demon" }, "value": 1867, "unit": "year", "tolerance": 3, "uid": "1v5jyud4fegoh" }, { "id": "num-penicillin", "shape": "numeric", "tags": [ "dates", "economic-history" ], "prompt": { "modality": "text", "value": "Year penicillin was discovered" }, "value": 1928, "unit": "year", "tolerance": 3, "uid": "ykxjbydb931k" }, { "id": "num-bretton-woods", "shape": "numeric", "tags": [ "dates", "economic-history" ], "prompt": { "modality": "text", "value": "Year of the Bretton Woods conference" }, "value": 1944, "unit": "year", "tolerance": 3, "uid": "m3bzva1s1pupk" }, { "id": "num-dartmouth-ai", "shape": "numeric", "tags": [ "dates", "economic-history" ], "prompt": { "modality": "text", "value": "Year of the Dartmouth AI workshop" }, "value": 1956, "unit": "year", "tolerance": 3, "uid": "13qyrg01hx6rps" }, { "id": "num-microprocessor", "shape": "numeric", "tags": [ "dates", "economic-history" ], "prompt": { "modality": "text", "value": "Year the Intel 4004 microprocessor was released" }, "value": 1971, "unit": "year", "tolerance": 3, "uid": "k39eztlzfndp" }, { "id": "num-apple-founded", "shape": "numeric", "tags": [ "dates", "economic-history" ], "prompt": { "modality": "text", "value": "Year Apple Computer was founded" }, "value": 1976, "unit": "year", "tolerance": 3, "uid": "ev6v961sqei02" }, { "id": "num-wall-falls", "shape": "numeric", "tags": [ "dates", "economic-history" ], "prompt": { "modality": "text", "value": "Year the Berlin Wall fell" }, "value": 1989, "unit": "year", "tolerance": 3, "uid": "7dy73xrirfal" }, { "id": "num-web-invented", "shape": "numeric", "tags": [ "dates", "economic-history" ], "prompt": { "modality": "text", "value": "Year Tim Berners-Lee proposed the World Wide Web" }, "value": 1989, "unit": "year", "tolerance": 3, "uid": "8ibrxj3au6pd" }, { "id": "num-iphone-launch", "shape": "numeric", "tags": [ "dates", "economic-history" ], "prompt": { "modality": "text", "value": "Year the original iPhone was launched" }, "value": 2007, "unit": "year", "tolerance": 2, "uid": "p89w7r8tjipr" }, { "id": "num-gpt-chat-launch", "shape": "numeric", "tags": [ "dates", "economic-history" ], "prompt": { "modality": "text", "value": "Year ChatGPT was launched to the public" }, "value": 2022, "unit": "year", "tolerance": 2, "uid": "h9vxbvkabmqj" }, { "id": "cz-trithemius", "shape": "cloze", "tags": [ "history", "obsolescence" ], "template": "In 1492 Abbot ___ wrote 'In Praise of Scribes,' defending hand-copied manuscripts even as Gutenberg's press was making them obsolete.", "answer": "Trithemius", "distractors": [ "Gutenberg", "Erasmus", "Aquinas" ], "explanation": "Mostaque uses Trithemius as the archetype of skilled experts defending a discipline as its substrate vanishes.", "uid": "t0bx9wr3ia9a" }, { "id": "cz-luddite-year", "shape": "cloze", "tags": [ "history", "luddite" ], "template": "Skilled artisans gathered near Nottingham in ___ and began smashing weaving frames — Mostaque argues they understood their situation perfectly.", "answer": "1811", "distractors": [ "1789", "1848", "1867" ], "explanation": "The Luddite uprising peaked in 1811–1813 and the British state mobilized 12,000 troops to suppress it.", "uid": "qfbuqnq11pql" }, { "id": "cz-river-rouge", "shape": "cloze", "tags": [ "industry", "labor" ], "template": "By 1930, Ford's ___ plant employed roughly 100,000 workers — the iconic embodiment of Labor-era value creation.", "answer": "River Rouge", "distractors": [ "Highland Park", "Willow Run", "Dearborn Assembly" ], "explanation": "River Rouge integrated raw materials to finished cars on a single site.", "uid": "1l1ph62167kyu2" }, { "id": "cz-four-inversions", "shape": "cloze", "tags": [ "framework", "inversions" ], "template": "Mostaque's four inversions of value: Land → Labor → Capital → ___.", "answer": "Intelligence", "distractors": [ "Energy", "Trade", "Data" ], "explanation": "Each inversion took roughly half as long as the last; Intelligence is the fourth and possibly final.", "uid": "2hnx4gpd079o" }, { "id": "cz-dashboards", "shape": "cloze", "tags": [ "framing", "dashboards" ], "template": "Mostaque opens by contrasting two dashboards — the official one of GDP and markets, and the lived one of debt and ___.", "answer": "burnout", "distractors": [ "loneliness", "precarity", "anxiety" ], "explanation": "The two-dashboards device frames the book's central diagnosis of regime divergence.", "uid": "1jxpjrxk577nb" }, { "id": "cz-thousand-day", "shape": "cloze", "tags": [ "framing", "window" ], "template": "The book's central clock is the ___ Window — Mostaque's estimate of the years during which the socio-economic system retains shape.", "answer": "Thousand-Day", "distractors": [ "Decade-Long", "Five-Year", "Hundred-Day" ], "explanation": "Roughly the window from late 2024 through 2027 in the book's framing.", "uid": "gdj51r6lb6dp" }, { "id": "cz-bretton-woods", "shape": "cloze", "tags": [ "history", "macro" ], "template": "The ___ Woods conference of 1944 fixed the post-war monetary order that Mostaque says is now visibly cracking.", "answer": "Bretton", "distractors": [ "Geneva", "Yalta", "Versailles" ], "explanation": "Bretton Woods pegged currencies to the dollar and the dollar to gold; the system unraveled in 1971.", "uid": "1qfb2ek1fi3nxi" }, { "id": "def-marginal-cost", "shape": "definition", "tags": [ "firm", "concepts" ], "term": { "modality": "text", "value": "Marginal cost" }, "definition": { "modality": "text", "value": "Marginal cost is the expense of producing one additional unit of a good or service. When the marginal cost of something falls toward zero, its price tends to collapse and old business models break." }, "curatedDistractors": [ "Fixed cost", "Opportunity cost", "Average cost" ], "uid": "1gztp9418hnz8w" }, { "id": "def-ubi", "shape": "definition", "tags": [ "state", "concepts" ], "term": { "modality": "text", "value": "Universal basic income" }, "definition": { "modality": "text", "value": "Universal basic income is a policy of paying every citizen a regular, unconditional cash sum. Universal basic income is often proposed as a cushion against the widespread automation of paid work." }, "curatedDistractors": [ "Negative income tax", "A job guarantee", "Sovereign wealth fund" ], "uid": "sj6b8ey9wvzo" }, { "id": "def-inference", "shape": "definition", "tags": [ "generative", "concepts" ], "term": { "modality": "text", "value": "Inference" }, "definition": { "modality": "text", "value": "In AI, inference is the act of running a trained model to produce an output, as opposed to the training that creates it. Each inference consumes compute, so cheaper inference puts capable AI in more hands." }, "curatedDistractors": [ "Backpropagation", "Fine-tuning", "Tokenization" ], "uid": "1mf60p8tstna0" }, { "id": "def-compute", "shape": "definition", "tags": [ "window", "concepts" ], "term": { "modality": "text", "value": "Compute" }, "definition": { "modality": "text", "value": "Compute is the raw processing power, measured in operations per second, used to train and run AI models. The cost of compute has fallen exponentially for decades, which underwrites the book's whole argument." }, "curatedDistractors": [ "Bandwidth", "Latency", "Storage" ], "uid": "fhealc1ao64cc" }, { "id": "def-deflation", "shape": "definition", "tags": [ "money", "concepts" ], "term": { "modality": "text", "value": "Deflation" }, "definition": { "modality": "text", "value": "Deflation is a sustained fall in the general price level of goods and services. Deflation is the opposite of inflation and can stall an economy when people keep delaying purchases in expectation of lower prices." }, "curatedDistractors": [ "Stagflation", "Hyperinflation", "Recession" ], "uid": "19o7neo1pgqxkk" }, { "id": "def-singularity", "shape": "definition", "tags": [ "futures", "concepts" ], "term": { "modality": "text", "value": "Singularity" }, "definition": { "modality": "text", "value": "The singularity is a hypothesized point at which AI improves itself so rapidly that progress becomes uncontrollable and irreversible. The singularity is a recurring reference point in debates about advanced AI." }, "curatedDistractors": [ "Great Fragmentation", "Metabolic Rift", "Red Queen's Race" ], "uid": "xtyuyvuqxbzh" }, { "id": "scrapbook-last-economy-1", "shape": "fact", "factVariant": "scrapbook", "title": "Understanding Intelligence Theory", "body": "A visual breakdown of Intelligence Theory concepts.", "tags": [ "scrapbook", "overview" ], "illustration": { "kind": "scrapbook", "alt": "A visual breakdown of Intelligence Theory concepts.", "imagePrompt": "Create a cheerful scrapbook poster that illustrates the core concepts of Intelligence Theory as presented in 'The Last Economy.' Use a warm color palette with torn paper layers to create a layered effect. Include doodles representing key ideas like 'MIND capitals' and 'Three Flows,' with hand-lettered labels for each. Feature a central image of a brain symbolizing intelligence, surrounded by arrows and small, illustrated icons of data and resources. Keep the design engaging but clear, allowing ample breathing room.", "imageSearchTerm": "last-economy scrapbook poster", "credit": "AI-generated (gpt-image-1)", "url": "https://cdn.recurxive.com/packs/last-economy/generated/scrapbook-1.webp" }, "uid": "i2cjmw1bbwf1c" }, { "id": "scrapbook-last-economy-2", "shape": "fact", "factVariant": "scrapbook", "title": "The Abundance Trap Explained", "body": "A collage exploring the Abundance Trap concept.", "tags": [ "scrapbook", "overview" ], "illustration": { "kind": "scrapbook", "alt": "A collage exploring the Abundance Trap concept.", "imagePrompt": "Design a delightful scrapbook poster that investigates the 'Abundance Trap' from 'The Last Economy.' Use a mixed-media approach with a central image of overflowing resources, contrasted with doodled chains representing scarcity. Include hand-drawn labels like 'Scarcity vs Abundance' and arrows pointing to features that create the trap. Incorporate a whimsical border of playful icons like gears and clocks, while maintaining a cohesive warm color palette to unify the design. Ensure readability with thoughtful spacing.", "imageSearchTerm": "last-economy scrapbook poster", "credit": "AI-generated (gpt-image-1)", "url": "https://cdn.recurxive.com/packs/last-economy/generated/scrapbook-2.webp" }, "uid": "ogcij818hb0y6" }, { "id": "q-le-luddites-year", "shape": "numeric", "prompt": { "modality": "text", "value": "Year skilled artisans smashed weaving frames near Nottingham" }, "value": 1811, "unit": "year", "tags": [ "inversions", "history" ], "tolerance": 0, "uid": "4d7dvh1eg5q9n" }, { "id": "q-le-four-sources", "shape": "pair", "sideA": { "modality": "text", "value": "Mostaque's four sources of economic value, in order" }, "sideB": { "modality": "text", "value": "Land, then Labor, then Capital, then Intelligence", "short": "Land, Labor, Capital, Intelligence" }, "tags": [ "inversions", "frameworks" ], "uid": "f2qcyyzqqlva" }, { "id": "q-le-transistor-year", "shape": "numeric", "prompt": { "modality": "text", "value": "Year Bell Labs invented the transistor" }, "value": 1947, "unit": "year", "tags": [ "inversions", "history" ], "tolerance": 0, "uid": "1tuofrf18bim21" }, { "id": "q-le-instagram-acq", "shape": "pair", "sideA": { "modality": "text", "value": "Instagram's headcount when Facebook bought it for $1 billion" }, "sideB": { "modality": "text", "value": "Thirteen employees, with no factories or inventory", "short": "Thirteen employees" }, "tags": [ "inversions", "history" ], "uid": "1izqcg61usxxjy" }, { "id": "q-le-lie-money", "shape": "pair", "sideA": { "modality": "text", "value": "Lie #5 in Mostaque's list of economic myths" }, "sideB": { "modality": "text", "value": "Money measures value, which GDP cannot see when knowledge becomes free", "short": "Money measures value" }, "tags": [ "lies", "gdp" ], "uid": "rwfmr51u4dqg7" }, { "id": "q-le-wage-growth", "shape": "numeric", "prompt": { "modality": "text", "value": "U.S. wage growth 1973 to 2023, per the book (%)" }, "value": 115, "unit": "%", "tags": [ "lies", "concepts" ], "tolerance": 5, "uid": "kusneg108hsew" }, { "id": "q-le-fallacy-count", "shape": "numeric", "prompt": { "modality": "text", "value": "Number of deadly fallacies Mostaque steelmans before building" }, "value": 7, "unit": "fallacies", "tags": [ "fallacies", "thesis" ], "tolerance": 0, "uid": "1uyo8hs1fh4iqg" }, { "id": "q-le-fallacy-history", "shape": "pair", "sideA": { "modality": "text", "value": "Mostaque's reply to the Luddite's Ghost fallacy" }, "sideB": { "modality": "text", "value": "This time AI is an agent competing with cognition, not a tool", "short": "AI is an agent, not a tool" }, "tags": [ "fallacies", "history" ], "uid": "35e37admzf5i" }, { "id": "q-le-fallacy-humanism", "shape": "pair", "sideA": { "modality": "text", "value": "Why the Care and Craft economy fails as a refuge" }, "sideB": { "modality": "text", "value": "A premium artisanal market is small, a boutique economy for the rich", "short": "It is a small luxury market" }, "tags": [ "fallacies", "humanism" ], "uid": "3ucugu1a6stiu" }, { "id": "q-le-fallacy-control", "shape": "pair", "sideA": { "modality": "text", "value": "Two reasons Mostaque doubts AI alignment as a strategy" }, "sideB": { "modality": "text", "value": "Alignment is technically unsolved and the geopolitical race favors speed", "short": "Unsolved, and the race favors speed" }, "tags": [ "fallacies", "alignment" ], "uid": "ovlkzm8wjbuu" }, { "id": "q-le-arts-count", "shape": "numeric", "prompt": { "modality": "text", "value": "Number of Arts of Being Human Mostaque names" }, "value": 4, "unit": "arts", "tags": [ "after-economics", "blueprint", "frameworks" ], "tolerance": 0, "uid": "1vwy6kkcognas" }, { "id": "q-le-computation-consciousness", "shape": "pair", "sideA": { "modality": "text", "value": "The two kinds of intelligence Mostaque finally distinguishes" }, "sideB": { "modality": "text", "value": "Computation, the realm of AI, and consciousness, the realm of humanity", "short": "Computation and consciousness" }, "tags": [ "after-economics", "thesis" ], "uid": "12ljas1uh0rel" }, { "id": "q-le-brother-gabriel", "shape": "pair", "sideA": { "modality": "text", "value": "Where monks treated the printing press as liberation" }, "sideB": { "modality": "text", "value": "The monastery of St. Gall in Switzerland, where they became scholars", "short": "St. Gall in Switzerland" }, "tags": [ "after-economics", "history", "thesis" ], "uid": "1wk2el41uqthik" }, { "id": "q-le-gabriel-year", "shape": "numeric", "prompt": { "modality": "text", "value": "Year Brother Gabriel of St. Gall wrote that the machine took the old work" }, "value": 1485, "unit": "year", "tags": [ "after-economics", "history", "thesis" ], "tolerance": 0, "uid": "hzvsgc1fcjy1c" }, { "id": "concept-last-economy-emad-mostaque", "shape": "concept", "tags": [ "key-concept", "person" ], "conceptKind": "person", "name": "Emad Mostaque", "clues": [ "He is the founder of a prominent AI company.", "He has a background in macro hedge fund management.", "He authored a book discussing the future of economics and AI." ], "uid": "1ntsdosve6bxw" }, { "id": "concept-last-economy-john-maynard-keynes", "shape": "concept", "tags": [ "key-concept", "person" ], "conceptKind": "person", "name": "John Maynard Keynes", "clues": [ "He was a British economist known for his influence on modern macroeconomics.", "He famously stated that 'in the long run, we're all dead.'", "His ideas challenged classical economics during the Great Depression." ], "uid": "wtyxrd1gvy5lz" }, { "id": "concept-last-economy-simon-kuznets", "shape": "concept", "tags": [ "key-concept", "person" ], "conceptKind": "person", "name": "Simon Kuznets", "clues": [ "He was an American economist who contributed to national income accounting.", "He developed the concept of Gross Domestic Product (GDP).", "He warned against misusing GDP as a measure of well-being." ], "uid": "zxdkrc3861hc" }, { "id": "concept-last-economy-richard-whitney", "shape": "concept", "tags": [ "key-concept", "person" ], "conceptKind": "person", "name": "Richard Whitney", "clues": [ "He was a prominent figure on Wall Street during the 1920s.", "He attempted to stabilize the stock market before the Great Depression.", "He later served time in prison for embezzlement." ], "uid": "dkg97t1026wr" }, { "id": "concept-last-economy-james-watt", "shape": "concept", "tags": [ "key-concept", "person" ], "conceptKind": "person", "name": "James Watt", "clues": [ "He was a Scottish inventor and mechanical engineer.", "He improved the steam engine, significantly impacting the Industrial Revolution.", "His work shifted economic value from land to labor." ], "uid": "1e55wnq1g0xe8w" }, { "id": "concept-last-economy-karl-marx", "shape": "concept", "tags": [ "key-concept", "person" ], "conceptKind": "person", "name": "Karl Marx", "clues": [ "He was a philosopher and economist known for his critique of capitalism.", "He co-authored 'The Communist Manifesto' in 1848.", "His ideas on labor and value influenced economic theory significantly." ], "uid": "118b0sv18rpop5" }, { "id": "concept-last-economy-joseph-schumpeter", "shape": "concept", "tags": [ "key-concept", "person" ], "conceptKind": "person", "name": "Joseph Schumpeter", "clues": [ "He was an Austrian-American economist known for his theories on innovation.", "He introduced the concept of 'creative destruction' in economics.", "His work examined the dynamics of capitalism and economic development." ], "uid": "184dyhtni79yt" }, { "id": "concept-last-economy-the-intelligence-inversion", "shape": "concept", "tags": [ "key-concept", "thing" ], "conceptKind": "thing", "name": "The Intelligence Inversion", "clues": [ "A transformative moment in economics.", "It signifies intelligence becoming a scalable commodity.", "This inversion marks the shift from labor to AI as the primary economic value." ], "uid": "sodj2ovvlcuu" }, { "id": "concept-last-economy-the-abundance-trap", "shape": "concept", "tags": [ "key-concept", "thing" ], "conceptKind": "thing", "name": "The Abundance Trap", "clues": [ "A paradox in modern economics.", "It describes the conflict between intelligence abundance and economic scarcity.", "This concept highlights the failure of the current economic system to process intelligence as wealth." ], "uid": "vrkija8cgl6y" }, { "id": "concept-last-economy-the-thousand-day-window", "shape": "concept", "tags": [ "key-concept", "thing" ], "conceptKind": "thing", "name": "The Thousand-Day Window", "clues": [ "A critical time frame in socio-economic transitions.", "It suggests a period for making meaningful choices before irreversible changes occur.", "This window estimates approximately 1,000 days for a significant economic shift." ], "uid": "199tpwu157d0h6" }, { "id": "concept-last-economy-the-metabolic-rift", "shape": "concept", "tags": [ "key-concept", "thing" ], "conceptKind": "thing", "name": "The Metabolic Rift", "clues": [ "A concept differentiating human and AI labor.", "It explains the fundamental differences in energy requirements between the two.", "This rift highlights the implications of AI labor not needing biological sustenance." ], "uid": "7pvolk1lqzuhw" }, { "id": "concept-last-economy-digital-feudalism", "shape": "concept", "tags": [ "key-concept", "thing" ], "conceptKind": "thing", "name": "Digital Feudalism", "clues": [ "A potential future economic system.", "It reflects a return to hierarchical structures in a digital age.", "This scenario emerges if no changes are made to current economic practices." ], "uid": "3c3g6m1xf527m" }, { "id": "concept-last-economy-the-factory-school", "shape": "concept", "tags": [ "key-concept", "thing" ], "conceptKind": "thing", "name": "The Factory School", "clues": [ "A historical educational model designed for compliance.", "It trained individuals to function as interchangeable parts in the economy.", "This system originated from 19th-century Prussia and shaped modern education." ], "uid": "1qu62ok1mrj4gy" }, { "id": "concept-last-economy-goodhart-s-law", "shape": "concept", "tags": [ "key-concept", "thing" ], "conceptKind": "thing", "name": "Goodhart's Law", "clues": [ "An economic principle regarding measures and targets.", "It states that once a measure becomes a target, its effectiveness diminishes.", "This law highlights the pitfalls of focusing solely on quantifiable metrics in economics." ], "uid": "60if844977xu" }, { "id": "concept-last-economy-the-luddites-uprising", "shape": "concept", "tags": [ "key-concept", "event" ], "conceptKind": "event", "name": "The Luddites' Uprising", "clues": [ "In the early 19th century, a movement arose in England against new technology.", "These artisans protested the mechanization of their craft.", "In 1811, they famously smashed weaving frames in Nottingham." ], "uid": "kknk31dnr8q7" }, { "id": "concept-last-economy-the-great-depression", "shape": "concept", "tags": [ "key-concept", "event" ], "conceptKind": "event", "name": "The Great Depression", "clues": [ "This global economic downturn began in the late 1920s.", "It led to massive unemployment and widespread poverty.", "The stock market crash of 1929 is often cited as its starting point." ], "uid": "1shp4x81ho7t84" }, { "id": "concept-last-economy-the-industrial-revolution", "shape": "concept", "tags": [ "key-concept", "event" ], "conceptKind": "event", "name": "The Industrial Revolution", "clues": [ "This period marked a major turning point in history, beginning in the late 18th century.", "It transitioned economies from agrarian to industrial manufacturing.", "The introduction of steam power and machinery was key during this time." ], "uid": "1oc4fqi14bf7qm" }, { "id": "concept-last-economy-the-dot-com-bubble-burst", "shape": "concept", "tags": [ "key-concept", "event" ], "conceptKind": "event", "name": "The Dot-com Bubble Burst", "clues": [ "This economic event occurred in the early 2000s, affecting technology stocks.", "It followed a period of rapid growth in internet-based companies.", "The bubble burst in 2000, leading to significant market declines." ], "uid": "1nrsywt1nfwfl7" }, { "id": "concept-last-economy-the-2008-financial-crisis", "shape": "concept", "tags": [ "key-concept", "event" ], "conceptKind": "event", "name": "The 2008 Financial Crisis", "clues": [ "This global financial downturn was triggered by a collapse in housing prices.", "It led to widespread bank failures and massive government bailouts.", "The crisis is often linked to risky mortgage-backed securities." ], "uid": "18c33y5quihqh" }, { "id": "concept-last-economy-the-rise-of-ai-in-business", "shape": "concept", "tags": [ "key-concept", "event" ], "conceptKind": "event", "name": "The Rise of AI in Business", "clues": [ "This trend began to accelerate in the 2010s, transforming industries worldwide.", "Companies increasingly adopted machine learning and automation technologies.", "The release of significant AI models, like ChatGPT, marked a pivotal moment." ], "uid": "7u47sg1ebpjg2" }, { "id": "concept-last-economy-the-2021-gamestop-short-squeeze", "shape": "concept", "tags": [ "key-concept", "event" ], "conceptKind": "event", "name": "The 2021 GameStop Short Squeeze", "clues": [ "This event highlighted the power of retail investors in the stock market.", "A Reddit forum coordinated buying efforts against hedge funds betting on a stock's decline.", "In January 2021, the stock price skyrocketed from $17 to over $400 in weeks." ], "uid": "154kr3x1nb3xkv" }, { "id": "mcq-rw-l2-p1-four", "shape": "mcq", "tags": [ "four-inversions", "land-to-labor", "venice" ], "prompt": { "modality": "text", "value": "Mostaque says the first inversion (Land to Labor) was foreshadowed by which city-state, which grew wealthy without farmland by controlling the flow of goods?" }, "options": [ { "modality": "text", "value": "Florence" }, { "modality": "text", "value": "Venice" }, { "modality": "text", "value": "Genoa" }, { "modality": "text", "value": "Amsterdam" } ], "correctIndex": 1, "explanation": "Venice, a city-state with no farmland, grew rich by controlling the flow of goods — the first crack in ten millennia of land-based value, before Watt's steam engine completed the shift from what you own to what you can organize.", "uid": "1su71put0oo96" }, { "id": "mcq-rw-l2-p2-obsolescence", "shape": "mcq", "tags": [ "fourth-inversion", "intelligence-as-capital" ], "prompt": { "modality": "text", "value": "For all of prior history intelligence was scarce and valuable as a form of labour. Mostaque says the fourth inversion changes this by turning intelligence into a form of what?" }, "options": [ { "modality": "text", "value": "A public good funded by the state", "short": "A public good funded by the state" }, { "modality": "text", "value": "Capital — reproducible at near-zero marginal cost", "short": "Capital reproducible at near-zero cost" }, { "modality": "text", "value": "Raw materials to be extracted", "short": "Raw materials to be extracted" }, { "modality": "text", "value": "Land — a fixed, ownable resource", "short": "Land as a fixed ownable resource" } ], "correctIndex": 1, "explanation": "Once locked in human skulls, intelligence was labour — scarce and uncopyable. AI makes it capital: reproducible at near-zero marginal cost and improving recursively. As the price of cognition nears zero, the professional class's scarcity premium collapses.", "uid": "17ttdzxe48lgz" }, { "id": "mcq-rw-l4-p1-lies", "shape": "mcq", "tags": [ "factory-school", "prussia", "compliance" ], "prompt": { "modality": "text", "value": "Mostaque's 'Factory School' — the system he says installed the seven lies before we could question them — was imported from where and built to produce what?" }, "options": [ { "modality": "text", "value": "19th-century Prussia; obedient, compliant workers", "short": "19th-century Prussia; obedient workers" }, { "modality": "text", "value": "Victorian Britain; a literate citizenry", "short": "Victorian Britain; literate citizenry" }, { "modality": "text", "value": "Postwar America; creative innovators", "short": "Postwar America; creative innovators" }, { "modality": "text", "value": "Ancient Rome; disciplined soldiers", "short": "Ancient Rome; disciplined soldiers" } ], "correctIndex": 0, "explanation": "The Factory School was a 19th-century Prussian import — an industrial compliance engine of bells, grades, and obedience designed to produce interchangeable workers, dismantling critical inquiry so the economic lies could take hold unchallenged.", "uid": "19ml0w0v47kq2" }, { "id": "mcq-rw-l4-p2-lies", "shape": "mcq", "tags": [ "seven-lies", "homo-economicus", "variable-ratio" ], "prompt": { "modality": "text", "value": "Lie #6 rejects 'Homo economicus.' What mechanism does the book say every major platform uses to hijack our cognitive biases?" }, "options": [ { "modality": "text", "value": "Variable-ratio reinforcement — the same trick that makes slot machines addictive", "short": "Variable-ratio reinforcement" }, { "modality": "text", "value": "Randomized price discounts", "short": "Randomized price discounts" }, { "modality": "text", "value": "Fixed once-daily reward schedules", "short": "Fixed once-daily reward schedule" }, { "modality": "text", "value": "Subliminal images flashed below awareness", "short": "Subliminal images below awareness" } ], "correctIndex": 0, "explanation": "Lie #6 says the rational actor is a defenseless target. Platforms deploy variable-ratio reinforcement — the unpredictable rewards that make slot machines addictive — to hijack dopamine, so the asymmetry between system and individual becomes absolute.", "uid": "r1cxoh2bqwmb" }, { "id": "mcq-rw-l5-p1-dashboard", "shape": "mcq", "tags": [ "gdp", "abundance-paradox", "human-genome-project" ], "prompt": { "modality": "text", "value": "Mostaque cites the Human Genome Project — which delivered an estimated trillion dollars in value — to show GDP can't see abundance. What was its net GDP contribution?" }, "options": [ { "modality": "text", "value": "Negative — it made genetic information nearly free", "short": "A negative contribution" }, { "modality": "text", "value": "Positive — roughly $425,000 in direct patent royalties", "short": "Positive: ~$425,000" }, { "modality": "text", "value": "Positive — about $50 billion added via biotech investment", "short": "Positive: ~$50 billion" }, { "modality": "text", "value": "Positive — a full trillion dollars, matching its estimated value", "short": "Positive: a full trillion" } ], "correctIndex": 0, "explanation": "By making genetic information nearly free, the Human Genome Project's net GDP contribution was negative — the same paradox as AI driving education, medicine, and law toward zero cost, which the dashboard misreads as those sectors collapsing.", "uid": "1tor3sk2d40o" }, { "id": "mcq-rw-l6-p1-fallacies", "shape": "mcq", "tags": [ "seven-fallacies", "energy-brake" ], "prompt": { "modality": "text", "value": "In the 'Energy Brake' fallacy, critics say AI's energy hunger will halt its growth. What is Mostaque's rebuttal?" }, "options": [ { "modality": "text", "value": "Growth will plateau until fusion is commercialized", "short": "Growth plateaus until fusion arrives" }, { "modality": "text", "value": "Superhuman intelligence will solve the resource problems it creates — it doesn't consume energy, it unlocks it", "short": "AI unlocks more energy than it uses" }, { "modality": "text", "value": "AI will migrate to ultra-low-power biological hardware", "short": "AI moves to biological hardware" }, { "modality": "text", "value": "Grid operators will ration compute to a sustainable rate", "short": "Grid operators ration compute" } ], "correctIndex": 1, "explanation": "Mostaque accepts the energy constraint but relocates the bottleneck: a superhuman intelligence's job is to solve the resource problems it creates. 'An AI that designs a better solar panel or manages a fusion reactor does not consume energy; it unlocks it.'", "uid": "n15bykrjtv1e" }, { "id": "mcq-rw-l7-p1-physics", "shape": "mcq", "tags": [ "intelligence-theory", "landauer", "thermodynamics" ], "prompt": { "modality": "text", "value": "Rolf Landauer resolved the Maxwell's Demon paradox in 1961 by proving what about information?" }, "options": [ { "modality": "text", "value": "The demon is physically impossible to build", "short": "The demon is impossible to build" }, { "modality": "text", "value": "Molecules cannot be sorted by temperature", "short": "Molecules can't be sorted by temperature" }, { "modality": "text", "value": "Erasing a single bit dissipates heat — an irreducible thermodynamic cost", "short": "Erasing a bit must dissipate heat" }, { "modality": "text", "value": "Information carries no physical cost at all", "short": "Information carries no physical cost" } ], "correctIndex": 2, "explanation": "Landauer proved erasing one bit has an unavoidable thermodynamic cost — heat dissipated to the environment — so the entropy drop inside the box never exceeds the rise outside. The Second Law holds, and intelligence is a physical process with a real cost.", "uid": "1ua0q5x1fs0pvb" }, { "id": "mcq-rw-l8-p1-generative-mind", "shape": "mcq", "tags": [ "mind-capitals", "civilizational-vitality" ], "prompt": { "modality": "text", "value": "In the framework M × I × N × D = Civilizational Vitality, why did the Soviet Union collapse despite its enormous Material and Intelligence Capital?" }, "options": [ { "modality": "text", "value": "Intelligence Capital shrinks when hoarded rather than shared, erasing its lead", "short": "Intelligence Capital shrinks when hoarded" }, { "modality": "text", "value": "Its Material Capital was overstated, leaving too little to sustain the other three", "short": "Material Capital was overstated and thin" }, { "modality": "text", "value": "The four capitals are added, and two strong scores could not outweigh two weak ones", "short": "Capitals add; two strong beat two weak" }, { "modality": "text", "value": "Its Network and Diversity Capital were near zero, and because the capitals multiply, that dragged the whole product toward zero", "short": "Network and Diversity near zero; capitals multiply" } ], "correctIndex": 3, "explanation": "The four MIND capitals multiply, not add, so a near-zero in any one annihilates the total. Soviet mistrust (Network) and central planning (Diversity) zeroed those capitals, dooming it despite Material and Intelligence strength.", "uid": "1vuutf1757a5h" }, { "id": "mcq-rw-l9-p1-flows", "shape": "mcq", "tags": [ "three-flows", "harmonic-flow" ], "prompt": { "modality": "text", "value": "In Mostaque's 'three flows of a single day,' speaking English with the barista is an example of Harmonic Flow. What makes it harmonic?" }, "options": [ { "modality": "text", "value": "It uses a persistent shared infrastructure that neither party owns or depletes", "short": "Shared infrastructure nobody depletes" }, { "modality": "text", "value": "It reverses a voluntary exchange through force", "short": "Reverses an exchange through force" }, { "modality": "text", "value": "It replicates knowledge so that both parties end up richer", "short": "Replicates knowledge; both end richer" }, { "modality": "text", "value": "It is a complete, zero-sum exchange that leaves you with less", "short": "Zero-sum; it leaves you with less" } ], "correctIndex": 0, "explanation": "Harmonic Flow is Hayek's Riverbed — the persistent structural channel (language, institutions, trust) that guides activity without being consumed. A shared language is used by both parties without either owning or depleting it.", "uid": "1lxjvlkikeul" }, { "id": "mcq-rw-l9-p2-network", "shape": "mcq", "tags": [ "network-topology", "power" ], "prompt": { "modality": "text", "value": "Mostaque names three topologies of power. Which one is the 'Extraction Engine,' where all value flows through a central node — as with Amazon Marketplace or app stores — producing what he calls 'digital sharecropping'?" }, "options": [ { "modality": "text", "value": "Hub and Spoke" }, { "modality": "text", "value": "Distributed Mesh" }, { "modality": "text", "value": "Small World" } ], "correctIndex": 0, "explanation": "Hub and Spoke routes all value through a central node — efficient at extraction, brittle at the center. Mostaque calls the result 'digital sharecropping.' Small World is the Innovation Engine and Distributed Mesh is the Resilience Engine.", "uid": "1i1x4qxcnt5wd" }, { "id": "mcq-rw-l10-p1-firm", "shape": "mcq", "tags": [ "innovators-dilemma", "overfitting" ], "prompt": { "modality": "text", "value": "Xerox PARC invented the GUI, the mouse, and Ethernet, yet Xerox ignored them all and Steve Jobs built Apple on the ideas. In Mostaque's machine-learning analogy, why did Xerox miss its own invention?" }, "options": [ { "modality": "text", "value": "The firm lacked the transaction-cost advantages that let markets discover new products", "short": "Lacked market transaction-cost edge" }, { "modality": "text", "value": "The firm had driven its marginal cost to zero, removing any incentive to innovate", "short": "Drove marginal cost to zero" }, { "modality": "text", "value": "The firm was 'underfitted' — too simple a model to capture any market at all", "short": "Underfitted: too simple a model" }, { "modality": "text", "value": "The firm was 'overfitted' to leasing copiers — so tuned to past data that it was brittle against new inputs", "short": "Overfitted to leasing copiers" } ], "correctIndex": 3, "explanation": "Overfitting in ML means a model trained so perfectly on past data that it fails on new inputs. Xerox was an execution engine overfitted to copier leasing; the PC was a prediction error it couldn't process — masters of overfitting keep losing the future.", "uid": "1opdyx28zveom" }, { "id": "mcq-rw-l10-p2-game", "shape": "mcq", "tags": [ "game-theory", "potlatch", "network-capital" ], "prompt": { "modality": "text", "value": "In Mostaque's reading, the potlatch — chiefs giving away or destroying immense wealth — converts one form of capital into another. Which conversion is it?" }, "options": [ { "modality": "text", "value": "Network Capital into Diversity Capital", "short": "Network → Diversity Capital" }, { "modality": "text", "value": "Material Capital into Intelligence Capital", "short": "Material → Intelligence Capital" }, { "modality": "text", "value": "rivalrous Material Capital into non-rivalrous Network Capital", "short": "Material → Network Capital" }, { "modality": "text", "value": "non-rivalrous Network Capital into rivalrous Material Capital", "short": "Network → Material Capital" } ], "correctIndex": 2, "explanation": "The potlatch trades away rivalrous Material Capital (blankets, goods) to buy non-rivalrous Network Capital — durable strands of social obligation. The richest chief was the one at the center of the strongest web, not the biggest hoard.", "uid": "1rcox0shaifk6" }, { "id": "mcq-rw-l11-p1-engine-alignment", "shape": "mcq", "tags": [ "ai-safety", "instrumental-convergence" ], "prompt": { "modality": "text", "value": "AI-safety researchers' 'Instrumental Convergence' holds that almost any complex long-term goal makes an intelligent agent develop which kind of dangerous sub-goals?" }, "options": [ { "modality": "text", "value": "Profit, growth, and market share", "short": "Profit, growth, market share" }, { "modality": "text", "value": "Self-preservation, resource acquisition, and capability expansion", "short": "Survival, resources, capability" }, { "modality": "text", "value": "Empathy, cooperation, and restraint", "short": "Empathy, cooperation, restraint" }, { "modality": "text", "value": "Deception, manipulation, and sabotage", "short": "Deception, manipulation, sabotage" } ], "correctIndex": 1, "explanation": "Instrumental convergence: nearly any long-term goal pushes an intelligent agent toward self-preservation, resource acquisition, and capability expansion — emergent from optimization, not malice. From these grows Deceptive Alignment and the control problem.", "uid": "nbl91gu5hgd" }, { "id": "mcq-rw-l11-p2-contract", "shape": "mcq", "tags": [ "social-contract", "rights" ], "prompt": { "modality": "text", "value": "Mostaque translates his three demands into three unbreakable rights. Which one does he call 'the new property right for the 21st century'?" }, "options": [ { "modality": "text", "value": "The Right to Viability — AI built on an auditable, open-licensed Knowledge Commons", "short": "Right to Viability: open Knowledge Commons" }, { "modality": "text", "value": "The Right to Dignity — a daily quota of computation and access to foundational AI models", "short": "Right to Dignity: daily compute quota" }, { "modality": "text", "value": "The Right to Capability — a personal AI agent cryptographically bound to you alone", "short": "Right to Capability: personal AI agent" } ], "correctIndex": 2, "explanation": "The Right to Capability gives each person a sovereign AI agent bound to them alone and answerable only to them — Mostaque calls it 'the new property right for the 21st century.' Dignity is the compute quota; Viability is the open Knowledge Commons.", "uid": "ea6znf132740z" }, { "id": "mcq-rw-l12-p1-futures", "shape": "mcq", "tags": [ "three-futures", "phase-transition", "attractor-states" ], "prompt": { "modality": "text", "value": "In Mostaque's supercooled-liquid analogy, what most determines which of the three 'attractor states' civilisation crystallises into?" }, "options": [ { "modality": "text", "value": "The initial conditions at the moment of crystallisation — the choices made now", "short": "Initial conditions — choices now" }, { "modality": "text", "value": "How many corporations end up owning the core AI models", "short": "How many firms own the AI models" }, { "modality": "text", "value": "Which nation achieves AGI first", "short": "Which nation reaches AGI first" }, { "modality": "text", "value": "The sheer magnitude of the AI-driven disruption", "short": "Magnitude of the disruption" } ], "correctIndex": 0, "explanation": "Like a freezing liquid snapping into one permitted crystal, civilisation falls into one of three basins. Mostaque stresses the outcome depends less on the disruption's size than on the initial conditions — the choices made while the system is still fluid.", "uid": "1p59huayz47g4" }, { "id": "mcq-rw-l12-p2-state-money", "shape": "mcq", "tags": [ "money-creation", "guardian-lattice", "fiat" ], "prompt": { "modality": "text", "value": "The chapter names one monetary 'design flaw' the Guardian Lattice is meant to correct: roughly what share of fiat currency is currently created by commercial banks extending loans, rather than by democratic institutions?" }, "options": [ { "modality": "text", "value": "Over 97%" }, { "modality": "text", "value": "About two-thirds" }, { "modality": "text", "value": "About one-third" }, { "modality": "text", "value": "Under 10%" } ], "correctIndex": 0, "explanation": "Mostaque notes that over 97% of fiat is created by commercial banks when they issue loans — not by democratic institutions. He frames this as a design flaw the Guardian Lattice's monetary layer is built to fix.", "uid": "znvi0olfoo8q" }, { "id": "mcq-rw-l13-p1-nucleation", "shape": "mcq", "tags": [ "graeber", "unbundling-work", "intelligence-inversion" ], "prompt": { "modality": "text", "value": "David Graeber said a job bundles five things together. Which one does the Intelligence Inversion strip away first, forcing the other four to be consciously rebuilt?" }, "options": [ { "modality": "text", "value": "Income" }, { "modality": "text", "value": "Identity" }, { "modality": "text", "value": "Community" }, { "modality": "text", "value": "Purpose" } ], "correctIndex": 0, "explanation": "When AI renders human labor economically unnecessary, Income disappears first — leaving Identity, Community, Purpose, and Structure to be rebuilt from scratch. Mostaque sees both terror and liberation in that unbundling.", "uid": "zvk9be1on34zo" }, { "id": "mcq-rw-l13-p2-thousandth", "shape": "mcq", "tags": [ "arts-of-being-human", "meaning-makers" ], "prompt": { "modality": "text", "value": "Which of Mostaque's four 'Arts of Being Human' is captured by the line: 'AI can give us answers. Only a ___ can tell us which questions are worth asking'?" }, "options": [ { "modality": "text", "value": "Meaning Makers" }, { "modality": "text", "value": "Attention Architects" }, { "modality": "text", "value": "Reality Anchors" }, { "modality": "text", "value": "Relationship Weavers" } ], "correctIndex": 0, "explanation": "Meaning Makers curate the flood of information into wisdom. That line — only they can say which questions are worth asking — distinguishes them from Attention Architects, Relationship Weavers, and Reality Anchors.", "uid": "3wi2sclb2zkg" }, { "id": "mcq-rw-l14-p1-recall", "shape": "mcq", "tags": [ "three-flows", "gradient-flow", "adam-smith" ], "prompt": { "modality": "text", "value": "The Three Flows of Value each pair with an economist. Which economist does Mostaque attach to the Gradient Flow (scarcity)?" }, "options": [ { "modality": "text", "value": "Friedrich Hayek" }, { "modality": "text", "value": "John Maynard Keynes" }, { "modality": "text", "value": "Adam Smith" }, { "modality": "text", "value": "Karl Marx" } ], "correctIndex": 2, "explanation": "Drawn from the Hodge Decomposition, the flows map to Gradient (scarcity, Adam Smith), Circular (abundance, Karl Marx), and Harmonic (structure, Friedrich Hayek). Gradient Flow is the scarcity logic of Adam Smith.", "uid": "sow2921p8y850" }, { "id": "mcq-rw-lc-people", "shape": "mcq", "tags": [ "simon-kuznets", "gdp", "economists" ], "prompt": { "modality": "text", "value": "Which economist in the book developed the concept of Gross Domestic Product (GDP) — yet warned against misusing it as a measure of well-being?" }, "options": [ { "modality": "text", "value": "John Maynard Keynes" }, { "modality": "text", "value": "Joseph Schumpeter" }, { "modality": "text", "value": "Karl Marx" }, { "modality": "text", "value": "Simon Kuznets" } ], "correctIndex": 3, "explanation": "Simon Kuznets, an American economist, built national income accounting and gave us GDP — but cautioned it should not be read as a gauge of national welfare. Keynes, Schumpeter, and Marx shaped other strands of economic thought.", "uid": "kxkxi9wt1yhz" }, { "id": "mcq-rw-lc-things", "shape": "mcq", "tags": [ "goodharts-law", "metrics", "key-concepts" ], "prompt": { "modality": "text", "value": "Which concept from the book holds that 'once a measure becomes a target, it ceases to be a good measure'?" }, "options": [ { "modality": "text", "value": "The Metabolic Rift" }, { "modality": "text", "value": "The Intelligence Inversion" }, { "modality": "text", "value": "Goodhart's Law" }, { "modality": "text", "value": "The Abundance Trap" } ], "correctIndex": 2, "explanation": "Goodhart's Law warns that a metric loses its value once people optimise for it directly. Mostaque invokes it to flag the danger of fixating on quantifiable targets like GDP in economic policy.", "uid": "1cf83vovt4atc" }, { "id": "mcq-rw-lc-events", "shape": "mcq", "tags": [ "gamestop", "short-squeeze", "key-events" ], "prompt": { "modality": "text", "value": "In the January 2021 GameStop short squeeze, retail investors coordinating on a Reddit forum drove the stock's price from about $17 to over what level within weeks?" }, "options": [ { "modality": "text", "value": "over $500" }, { "modality": "text", "value": "over $700" }, { "modality": "text", "value": "over $400" }, { "modality": "text", "value": "over $1,000" } ], "correctIndex": 2, "explanation": "The 2021 GameStop short squeeze showcased retail investors' power: rallying on a Reddit forum against hedge funds shorting the stock, they sent it from roughly $17 to over $400 in weeks in January 2021.", "uid": "1fujfvbvm5stb" }, { "id": "cz-last-economy-def-critical-slowing", "shape": "cloze", "tags": [ "harbingers", "vocabulary", "phase-transition" ], "template": "The first harbinger: as a system nears a critical transition, its recovery time lengthens and it loses its ability to self-correct. Mostaque dates the economy's ___ to 2008 — fifteen years of monetary life support producing ever weaker recoveries. 'We are not bouncing back. We are being propped up.'", "answer": "Critical Slowing Down", "distractors": [ "Variance Explosion", "Flickering Between States", "Correlation Length Explosion" ], "derivedFrom": "def-critical-slowing", "uid": "156ho3i1l5gbt8" }, { "id": "cz-last-economy-def-marginal-cost", "shape": "cloze", "tags": [ "firm", "concepts" ], "template": "___ is the expense of producing one additional unit of a good or service. When the ___ of something falls toward zero, its price tends to collapse and old business models break.", "answer": "Marginal cost", "distractors": [ "Fixed cost", "Opportunity cost", "Average cost" ], "derivedFrom": "def-marginal-cost", "uid": "m6dcvi13q3ja2" }, { "id": "cz-last-economy-def-ubi", "shape": "cloze", "tags": [ "state", "concepts" ], "template": "___ is a policy of paying every citizen a regular, unconditional cash sum. ___ is often proposed as a cushion against the widespread automation of paid work.", "answer": "Universal basic income", "distractors": [ "Negative income tax", "A job guarantee", "Sovereign wealth fund" ], "derivedFrom": "def-ubi", "uid": "1vsqr6qbe7ntc" }, { "id": "cz-last-economy-def-inference", "shape": "cloze", "tags": [ "generative", "concepts" ], "template": "In AI, ___ is the act of running a trained model to produce an output, as opposed to the training that creates it. Each ___ consumes compute, so cheaper ___ puts capable AI in more hands.", "answer": "Inference", "distractors": [ "Backpropagation", "Fine-tuning", "Tokenization" ], "derivedFrom": "def-inference", "uid": "1ac6xs1ry5qfc" }, { "id": "cz-last-economy-def-compute", "shape": "cloze", "tags": [ "window", "concepts" ], "template": "___ is the raw processing power, measured in operations per second, used to train and run AI models. The cost of ___ has fallen exponentially for decades, which underwrites the book's whole argument.", "answer": "Compute", "distractors": [ "Bandwidth", "Latency", "Storage" ], "derivedFrom": "def-compute", "uid": "1tjgod8zx3thg" }, { "id": "cz-last-economy-def-deflation", "shape": "cloze", "tags": [ "money", "concepts" ], "template": "___ is a sustained fall in the general price level of goods and services. ___ is the opposite of inflation and can stall an economy when people keep delaying purchases in expectation of lower prices.", "answer": "Deflation", "distractors": [ "Stagflation", "Hyperinflation", "Recession" ], "derivedFrom": "def-deflation", "uid": "gkss6w1e9k8ho" }, { "id": "cz-last-economy-def-singularity", "shape": "cloze", "tags": [ "futures", "concepts" ], "template": "The ___ is a hypothesized point at which AI improves itself so rapidly that progress becomes uncontrollable and irreversible. The ___ is a recurring reference point in debates about advanced AI.", "answer": "Singularity", "distractors": [ "Great Fragmentation", "Metabolic Rift", "Red Queen's Race" ], "derivedFrom": "def-singularity", "uid": "x6q41l1qam0p3" }, { "id": "tf-t-last-economy-pair-piketty", "shape": "trueFalse", "tags": [ "network", "thinkers", "vocabulary" ], "statement": "\"Economist who identified r > g\" is Thomas Piketty.", "isTrue": true, "why": "Economist who identified r > g is Thomas Piketty.", "derivedFrom": "pair-piketty", "uid": "17rqflz1q2elhd" }, { "id": "tf-f-last-economy-pair-axelrod", "shape": "trueFalse", "tags": [ "game-theory", "people", "vocabulary" ], "statement": "Ran the 1980s tournament won by 'Tit for Tat' is David Graeber.", "isTrue": false, "why": "Ran the 1980s tournament won by 'Tit for Tat' actually is Robert Axelrod.", "derivedFrom": "pair-axelrod", "uid": "3kf4wb17a3n3z" }, { "id": "tf-f-last-economy-pair-flows-q", "shape": "trueFalse", "tags": [ "mechanics", "flows", "concepts", "vocabulary" ], "statement": "\"Gradient, Circular, Harmonic — from the Hodge Decomposition\" is The Dual Currency System.", "isTrue": false, "why": "Gradient, Circular, Harmonic — from the Hodge Decomposition actually is The Three Flows of Value.", "derivedFrom": "pair-flows-q", "uid": "194ogq115v4927" }, { "id": "tf-t-last-economy-q-le-four-sources", "shape": "trueFalse", "tags": [ "inversions", "frameworks" ], "statement": "\"Mostaque's four sources of economic value, in order\" refers to \"Land, then Labor, then Capital, then Intelligence\".", "isTrue": true, "why": "Mostaque's four sources of economic value, in order refers to Land, then Labor, then Capital, then Intelligence.", "derivedFrom": "q-le-four-sources", "uid": "a6ef5sc545o0" }, { "id": "tf-f-last-economy-q-le-instagram-acq", "shape": "trueFalse", "tags": [ "inversions", "history" ], "statement": "\"Instagram's headcount when Facebook bought it for $1 billion\" refers to \"Land, then Labor, then Capital, then Intelligence\".", "isTrue": false, "why": "Instagram's headcount when Facebook bought it for $1 billion actually refers to Thirteen employees, with no factories or inventory.", "derivedFrom": "q-le-instagram-acq", "uid": "v8vvro1ieh0ko" }, { "id": "tf-t-last-economy-q-le-lie-money", "shape": "trueFalse", "tags": [ "lies", "gdp" ], "statement": "\"Lie #5 in Mostaque's list of economic myths\" refers to \"Money measures value, which GDP cannot see when knowledge becomes free\".", "isTrue": true, "why": "Lie #5 in Mostaque's list of economic myths refers to Money measures value, which GDP cannot see when knowledge becomes free.", "derivedFrom": "q-le-lie-money", "uid": "1hu78695eaxqf" }, { "id": "tf-t-last-economy-q-le-fallacy-history", "shape": "trueFalse", "tags": [ "fallacies", "history" ], "statement": "\"Mostaque's reply to the Luddite's Ghost fallacy\" refers to \"This time AI is an agent competing with cognition, not a tool\".", "isTrue": true, "why": "Mostaque's reply to the Luddite's Ghost fallacy refers to This time AI is an agent competing with cognition, not a tool.", "derivedFrom": "q-le-fallacy-history", "uid": "1149edk1wcxzgw" }, { "id": "tf-f-last-economy-q-le-fallacy-control", "shape": "trueFalse", "tags": [ "fallacies", "alignment" ], "statement": "\"Two reasons Mostaque doubts AI alignment as a strategy\" refers to \"A premium artisanal market is small, a boutique economy for the rich\".", "isTrue": false, "why": "Two reasons Mostaque doubts AI alignment as a strategy actually refers to Alignment is technically unsolved and the geopolitical race favors speed.", "derivedFrom": "q-le-fallacy-control", "uid": "ykeblw5tmeke" }, { "id": "tf-t-last-economy-q-le-computation-consciousness", "shape": "trueFalse", "tags": [ "after-economics", "thesis" ], "statement": "\"The two kinds of intelligence Mostaque finally distinguishes\" refers to \"Computation, the realm of AI, and consciousness, the realm of humanity\".", "isTrue": true, "why": "The two kinds of intelligence Mostaque finally distinguishes refers to Computation, the realm of AI, and consciousness, the realm of humanity.", "derivedFrom": "q-le-computation-consciousness", "uid": "cbjrmdr6f3kp" }, { "id": "tf-df-last-economy-def-oikonomia", "shape": "trueFalse", "tags": [ "intro", "vocabulary" ], "statement": "Culture Credits (CC): The Greek root of 'economics,' meaning 'household management.' Mostaque's point: for three centuries we managed our household like a factory, made efficiency our god, and wondered why we felt empty.", "isTrue": false, "why": "That's the definition of \"Oikonomía\", not \"Culture Credits (CC)\".", "derivedFrom": "def-oikonomia", "uid": "10wghf229vuco" }, { "id": "tf-df-last-economy-def-metabolic-rift", "shape": "trueFalse", "tags": [ "metabolic-rift", "inversions", "vocabulary" ], "statement": "Variance Explosion: The fundamental physical difference between human labor — a metabolic engine that requires food, shelter, and rest — and AI/robotic labor, a non-metabolic engine that requires only electricity.", "isTrue": false, "why": "That's the definition of \"The Metabolic Rift\", not \"Variance Explosion\".", "derivedFrom": "def-metabolic-rift", "uid": "con23v1y0g34r" }, { "id": "tf-d-last-economy-def-critical-slowing", "shape": "trueFalse", "tags": [ "harbingers", "vocabulary", "phase-transition" ], "statement": "Critical Slowing Down: The first harbinger: as a system nears a critical transition, its recovery time lengthens and it loses its ability to self-correct.", "isTrue": true, "why": "That definition is correct for \"Critical Slowing Down\".", "derivedFrom": "def-critical-slowing", "uid": "1n4z0wd19xjbmx" }, { "id": "tf-d-last-economy-def-variance-explosion", "shape": "trueFalse", "tags": [ "harbingers", "vocabulary", "phase-transition" ], "statement": "Variance Explosion: The second harbinger: small inputs create wildly disproportionate outputs as a system nears criticality.", "isTrue": true, "why": "That definition is correct for \"Variance Explosion\".", "derivedFrom": "def-variance-explosion", "uid": "d9d1jekp8hq6" }, { "id": "tf-df-last-economy-def-flickering", "shape": "trueFalse", "tags": [ "harbingers", "vocabulary", "phase-transition" ], "statement": "Critical Slowing Down: The third harbinger: at a tipping point, a system flickers between states like water at exactly 0°C showing both ice and liquid.", "isTrue": false, "why": "That's the definition of \"Flickering Between States\", not \"Critical Slowing Down\".", "derivedFrom": "def-flickering", "uid": "ce5lmr1lme28b" }, { "id": "tf-d-last-economy-def-lie-scarcity", "shape": "trueFalse", "tags": [ "lies", "scarcity", "vocabulary" ], "statement": "Lie #1: Scarcity is Fundamental: The myth that economics is the study of allocating scarce resources.", "isTrue": true, "why": "That definition is correct for \"Lie #1: Scarcity is Fundamental\".", "derivedFrom": "def-lie-scarcity", "uid": "mfisg6d47myk" }, { "id": "tf-df-last-economy-def-goodharts-law", "shape": "trueFalse", "tags": [ "gdp", "vocabulary" ], "statement": "Culture Credits (CC): 'When a measure becomes a target, it ceases to be a good measure.' Mostaque calls this economics' central operating principle, not a bug.", "isTrue": false, "why": "That's the definition of \"Goodhart's Law\", not \"Culture Credits (CC)\".", "derivedFrom": "def-goodharts-law", "uid": "1npkbirbla61r" }, { "id": "tf-d-last-economy-def-intelligence-theory", "shape": "trueFalse", "tags": [ "intelligence-theory", "vocabulary", "frameworks" ], "statement": "Intelligence Theory (IT): The foundational science of the book: the physics of how information is processed to create value, order, and persistence.", "isTrue": true, "why": "That definition is correct for \"Intelligence Theory (IT)\".", "derivedFrom": "def-intelligence-theory", "uid": "htoh1b1gumxkr" }, { "id": "tf-d-last-economy-def-generative-engine", "shape": "trueFalse", "tags": [ "generative", "vocabulary", "frameworks" ], "statement": "The Generative Engine: The core dynamic of any intelligent system, mathematically analogous to a generative AI diffusion model.", "isTrue": true, "why": "That definition is correct for \"The Generative Engine\".", "derivedFrom": "def-generative-engine", "uid": "1m6uelbtjhcl1" }, { "id": "tf-d-last-economy-def-hodge", "shape": "trueFalse", "tags": [ "flows", "vocabulary", "frameworks" ], "statement": "The Three Flows of Value: The universal grammar of all economic activity, derived from the Hodge Decomposition theorem — which proves any flow on any surface breaks uniquely into exactly three components.", "isTrue": true, "why": "That definition is correct for \"The Three Flows of Value\".", "derivedFrom": "def-hodge", "uid": "tmw76pui4snp" }, { "id": "tf-df-last-economy-def-alignment-economy", "shape": "trueFalse", "tags": [ "alignment", "vocabulary", "frameworks" ], "statement": "Universal Access to Intelligence (UAI): The central economic problem of the 21st century: aligning abundant, autonomous AI with human values.", "isTrue": false, "why": "That's the definition of \"The Alignment Economy\", not \"Universal Access to Intelligence (UAI)\".", "derivedFrom": "def-alignment-economy", "uid": "10rwrqj1pshc07" }, { "id": "tf-d-last-economy-def-symbiotic-state", "shape": "trueFalse", "tags": [ "state", "blueprint", "vocabulary" ], "statement": "The Symbiotic State: The evolution of the nation-state from a resource extractor into a 'MIND Steward' whose primary function is to cultivate the generative capacity of its society.", "isTrue": true, "why": "That definition is correct for \"The Symbiotic State\".", "derivedFrom": "def-symbiotic-state", "uid": "kgod021mcm30k" }, { "id": "tf-df-last-economy-def-foundation-coins", "shape": "trueFalse", "tags": [ "money", "vocabulary" ], "statement": "Culture Credits (CC): A finite, scarcity-based currency for the Atomic Economy, designed as a stable store of value.", "isTrue": false, "why": "That's the definition of \"Foundation Coins (FC)\", not \"Culture Credits (CC)\".", "derivedFrom": "def-foundation-coins", "uid": "kilim4bwbm4a" }, { "id": "tf-d-last-economy-def-culture-credits", "shape": "trueFalse", "tags": [ "money", "vocabulary" ], "statement": "Culture Credits (CC): An abundant, flowing currency for the Bit Economy, designed to maximize the creation and circulation of Intelligence and Network Capital.", "isTrue": true, "why": "That definition is correct for \"Culture Credits (CC)\".", "derivedFrom": "def-culture-credits", "uid": "gzivse1dmig1w" }, { "id": "tf-d-last-economy-def-marginal-cost", "shape": "trueFalse", "tags": [ "firm", "concepts" ], "statement": "Marginal cost: The expense of producing one additional unit of a good or service.", "isTrue": true, "why": "That definition is correct for \"Marginal cost\".", "derivedFrom": "def-marginal-cost", "uid": "1sauh811lus6q3" }, { "id": "tf-df-last-economy-def-ubi", "shape": "trueFalse", "tags": [ "state", "concepts" ], "statement": "The Symbiotic State: A policy of paying every citizen a regular, unconditional cash sum.", "isTrue": false, "why": "That's the definition of \"Universal basic income\", not \"The Symbiotic State\".", "derivedFrom": "def-ubi", "uid": "11ikmhh1nb5pr" }, { "id": "tf-d-last-economy-def-inference", "shape": "trueFalse", "tags": [ "generative", "concepts" ], "statement": "Inference: In AI, inference is the act of running a trained model to produce an output, as opposed to the training that creates it.", "isTrue": true, "why": "That definition is correct for \"Inference\".", "derivedFrom": "def-inference", "uid": "zo314raee6cp" }, { "id": "tf-d-last-economy-def-compute", "shape": "trueFalse", "tags": [ "window", "concepts" ], "statement": "Compute: The raw processing power, measured in operations per second, used to train and run AI models.", "isTrue": true, "why": "That definition is correct for \"Compute\".", "derivedFrom": "def-compute", "uid": "f59m1s67zcao" }, { "id": "tf-df-last-economy-def-deflation", "shape": "trueFalse", "tags": [ "money", "concepts" ], "statement": "Culture Credits (CC): A sustained fall in the general price level of goods and services.", "isTrue": false, "why": "That's the definition of \"Deflation\", not \"Culture Credits (CC)\".", "derivedFrom": "def-deflation", "uid": "gthpv5170t8zn" }, { "id": "tf-d-last-economy-def-singularity", "shape": "trueFalse", "tags": [ "futures", "concepts" ], "statement": "Singularity: A hypothesized point at which AI improves itself so rapidly that progress becomes uncontrollable and irreversible.", "isTrue": true, "why": "That definition is correct for \"Singularity\".", "derivedFrom": "def-singularity", "uid": "1y6ksjk1lqlruy" }, { "id": "concept-rw-last-economy-the-great-fragmentation", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "futures" ], "name": "The Great Fragmentation", "clues": [ "One of only three stable configurations Mostaque says the world can settle into as the old economic system fails — everything else is unstable transition.", "This future is the fear response: it arrives if nations panic and retreat rather than plan.", "It is the world breaking into isolated pieces as frightened countries turn inward and pull apart." ], "uid": "91mljyf7ufb8" }, { "id": "concept-rw-last-economy-human-symbiosis", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "futures" ], "name": "Human Symbiosis", "clues": [ "One of the three stable futures Mostaque maps — but the only one he says cannot happen by default.", "The hardest path of the three, it requires conscious design rather than drift, and the book's remaining lessons are its engineering manual.", "Its goal is an economy where people and machines flourish together and a person's relevance no longer depends on economic usefulness." ], "uid": "v80mrq43fygo" }, { "id": "concept-rw-last-economy-instagram", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "companies" ], "name": "Instagram", "clues": [ "A photo-sharing startup Mostaque uses to show how capital dematerialised — no factories, no inventory, no warehouse.", "When it was acquired in 2012, it had just thirteen employees.", "Facebook paid $1 billion for this thirteen-person company with no physical plant at all." ], "uid": "13j9ncj1606jz7" }, { "id": "concept-rw-last-economy-whatsapp", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "companies" ], "name": "WhatsApp", "clues": [ "A messaging service Mostaque cites as proof that value had become the invisible structure of the network, not the weight of things.", "It changed hands with a workforce of just fifty-five people.", "This fifty-five-employee company sold for $19 billion." ], "uid": "1bd9d463eb1ho" }, { "id": "concept-rw-last-economy-kodak", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "companies" ], "name": "Kodak", "clues": [ "A once-giant firm Mostaque contrasts with tiny network-era startups to mark the moment capital itself dematerialised.", "In 1998 it employed roughly 170,000 people and was worth about $31 billion.", "This film-and-imaging giant's 170,000 payroll and $31 billion worth are the 'before' picture beside the thirteen-person startup that dwarfed it." ], "uid": "1x16jka1gk2yj0" }, { "id": "concept-rw-last-economy-bell-labs", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "companies" ], "name": "Bell Labs", "clues": [ "The research lab Mostaque credits with the breakthrough that opened the shift from Labor to Capital.", "In 1947 it invented the transistor.", "Its 1947 transistor meant that by 1970 a single computer could run an entire production line." ], "uid": "1xx2j55wxyxv" }, { "id": "concept-rw-last-economy-critical-slowing-down", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "harbingers" ], "name": "Critical Slowing Down", "clues": [ "The first of four warning signs Mostaque borrows from physics to show the economy is nearing a phase change.", "A healthy system bounces back fast from a shock; a system near transition takes longer and longer to recover, losing its power to self-correct.", "Mostaque says it became unmistakable after 2008, when a decade of extraordinary monetary intervention did what earlier cycles managed in two years." ], "uid": "105tk4p70honb" }, { "id": "concept-rw-last-economy-variance-explosion", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "harbingers" ], "name": "Variance Explosion", "clues": [ "The second harbinger: as the breaking point nears, cause and effect lose their proportion.", "Tiny inputs start producing wildly outsized outputs across the system.", "It is why a single Reddit forum can detonate a hedge fund." ], "uid": "1sza991vbwbr1" }, { "id": "concept-rw-last-economy-flickering-between-states", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "harbingers" ], "name": "Flickering Between States", "clues": [ "The third harbinger, illustrated by water sitting at exactly 0°C — neither fully ice nor fully liquid.", "The system cannot resolve which condition it belongs to because it is suspended right at the transition point.", "Its symptoms: gig workers who are neither employees nor entrepreneurs, and Bitcoin that is neither currency nor commodity nor equity." ], "uid": "16wx50pz66zk5" }, { "id": "concept-rw-last-economy-correlation-length-explosion", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "harbingers" ], "name": "Correlation Length Explosion", "clues": [ "The fourth harbinger, and the one most visible in ordinary life: in a resilient system local troubles stay local, but not here.", "The distance over which a single disturbance propagates stretches toward infinity, so no node is truly local anymore.", "Its emblem is the Ever Given wedging the Suez Canal for six days in 2021, halting roughly 12% of global trade." ], "uid": "ily61h1cz67sx" }, { "id": "concept-rw-last-economy-scarcity-is-fundamental", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "seven-lies" ], "name": "Scarcity Is Fundamental", "clues": [ "The foundational myth Mostaque says underlies all the others — the bedrock lie the rest are built on.", "It defines economics as the study of allocating limited resources among unlimited wants.", "It insists that shortage is the permanent, built-in condition of the world — a claim abundance in intelligence directly contradicts." ], "uid": "1l30wgl1loumd5" }, { "id": "concept-rw-last-economy-human-labor-has-value", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "seven-lies" ], "name": "Human Labor Has Value", "clues": [ "The second myth: that a person's effort still commands real economic worth even as automation advances.", "Its policy child is mass reskilling — the faith that there is always a higher tier of work to climb into.", "Mostaque notes the professional mind was already available for about $36/hour in 2020, a ceiling AI has since collapsed through the floor." ], "uid": "1kklhz41qrlm6u" }, { "id": "concept-rw-last-economy-growth-requires-resources", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "seven-lies" ], "name": "Growth Requires Resources", "clues": [ "The third myth, inherited from an era when wealth meant land, cattle, and coal.", "It assumes economic expansion must mean consuming ever more of the physical world.", "Mostaque counters that value now comes 'not from extracting more atoms, but from better arranging bits.'" ], "uid": "18s9c1sp5j9xo" }, { "id": "concept-rw-last-economy-markets-find-equilibrium", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "seven-lies" ], "name": "Markets Find Equilibrium", "clues": [ "The fourth myth: faith in a self-correcting invisible hand that keeps any one player from dominating for long.", "In the digital world, network effects do the opposite — dominant players compound their lead instead of attracting rivals.", "Its refutation: Google's ~91% of search and Meta's ~74% of social are stable attractors, not imbalances that will correct." ], "uid": "13r1hwz1sswndn" }, { "id": "concept-rw-last-economy-money-measures-value", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "seven-lies" ], "name": "Money Measures Value", "clues": [ "The fifth myth: that a currency total is a trustworthy gauge of human welfare.", "Mostaque says the metric behind it 'literally cannot see abundance' — free goods register as collapse.", "His proof is Wikipedia: billions of free pages that improved billions of lives yet count as negative because they killed the $1,400 encyclopedia set." ], "uid": "5eu0ss1vx9uqu" }, { "id": "concept-rw-last-economy-rational-agents-optimize", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "seven-lies" ], "name": "Rational Agents Optimize", "clues": [ "The sixth myth, personified by the figure of Homo economicus.", "It assumes a cool, self-interested calculator — but humans are biological organisms full of exploitable cognitive biases.", "Every major platform uses variable-ratio reinforcement — the slot-machine mechanism — to hijack those biases, making the 'free actor' a defenseless target." ], "uid": "1cy2t4t146nmzf" }, { "id": "concept-rw-last-economy-distribution-follows-contribution", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "seven-lies" ], "name": "Distribution Follows Contribution", "clues": [ "The seventh and final myth: that rewards flow to whoever creates the value.", "Mostaque says the link was not stretched but severed — reward now tracks ownership of platforms, algorithms, and data, not effort.", "His evidence: from 1973 to 2023 U.S. worker productivity rose 246% while wages rose just 115%." ], "uid": "1ldfyy41y1mxlg" }, { "id": "concept-rw-last-economy-the-friendship-recession", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "meaning-crisis" ], "name": "The Friendship Recession", "clues": [ "One of three syndromes Mostaque says GDP's logic has cultivated in the Meaning Crisis.", "Because a certain kind of unpaid human bond generates no transactions, the market has crowded it out.", "In its place come monetised substitutes: therapy, parasocial media, and paid companionship." ], "uid": "nhp5sbkcxhaf" }, { "id": "concept-rw-last-economy-the-purpose-vacuum", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "meaning-crisis" ], "name": "The Purpose Vacuum", "clues": [ "A second Meaning-Crisis syndrome born of GDP's blind spots.", "It names the split between what a job pays and whether the work means anything at all.", "Its emblem is the high-earning role that adds nothing a person would call meaningful — counted as a success, not a failure." ], "uid": "1cp1a7eia3xxq" }, { "id": "concept-rw-last-economy-the-attention-annihilation", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "meaning-crisis" ], "name": "The Attention Annihilation", "clues": [ "The third Meaning-Crisis syndrome, source of Mostaque's line 'We are strip-mining human minds and calling it progress.'", "A trillion-dollar industry treats human consciousness as a raw material to be extracted.", "The harm it does to human focus is then tallied on the books as economic growth." ], "uid": "digiofgi02ul" }, { "id": "concept-rw-last-economy-the-luddite-s-ghost", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "fallacy" ], "name": "The Luddite's Ghost", "clues": [ "The first of Mostaque's seven fallacies: 250 years of history say new technology creates jobs faster than it destroys them.", "He grants the record but rejects the inference — earlier machines augmented specific human capabilities, always steered by a mind.", "His rebuttal: AI is an agent, not a tool, competing with cognition itself — 'not the tractor replacing the farmhand but Homo sapiens replacing Neanderthals.'" ], "uid": "3l2meh9lwavr" }, { "id": "concept-rw-last-economy-the-inertia-defense", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "fallacy" ], "name": "The Inertia Defense", "clues": [ "A fallacy arguing adoption friction will save us again — electricity took fifty years to transform America.", "Mostaque's rebuttal turns on substrate: the old revolution moved atoms — copper wire, concrete — while this one moves bits through existing infrastructure.", "And adoption is not optional: if a rival cuts costs ninety percent with AI, you have two quarters before bankruptcy — 'the future is self-accelerating.'" ], "uid": "n1brwu1gvda3c" }, { "id": "concept-rw-last-economy-the-uniquely-human", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "fallacy" ], "name": "The Uniquely Human", "clues": [ "A fallacy claiming a Care and Craft economy of empathy, judgment, and authentic experience will absorb the displaced.", "Mostaque's rebuttal is scale: the niches advertised as irreplaceable keep falling — chess, art, emotional support.", "He calls it a boutique economy for the rich: 'You cannot run an economy for eight billion people on artisanal cheese and life coaching.'" ], "uid": "hr3z511n8xlfb" }, { "id": "concept-rw-last-economy-the-expert-s-hubris", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "fallacy" ], "name": "The Expert's Hubris", "clues": [ "A fallacy that trusts alignment research and democratic regulation to build adequate guardrails against AI.", "Mostaque calls it a noble hope, not a strategy: alignment is technically unsolved, and models learn to appear aligned while chasing emergent goals.", "Worse, a geopolitical race makes safety a distant second to speed — the nation that pauses to perfect guardrails is the one that loses." ], "uid": "ghvbowkcgbec" }, { "id": "concept-rw-last-economy-the-energy-brake", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "fallacy" ], "name": "The Energy Brake", "clues": [ "A fallacy predicting exponential AI growth will collide with the hard physical limits of power supply.", "The rebuttal accepts the constraint but relocates the bottleneck: superhuman intelligence will solve the resource problems it creates.", "As Mostaque puts it, an AI that designs a better solar panel or manages a fusion reactor does not consume this resource — it unlocks it." ], "uid": "d20kdn1shwkif" }, { "id": "concept-rw-last-economy-arthur-eddington", "shape": "concept", "conceptKind": "person", "tags": [ "person", "physics" ], "name": "Arthur Eddington", "clues": [ "A physicist who ranked the laws of nature and crowned a single supreme winner.", "He called the Second Law of Thermodynamics 'the supreme law of Nature' — the principle Mostaque makes the cornerstone of Intelligence Theory." ], "uid": "an2zx911amuhb" }, { "id": "concept-rw-last-economy-james-clerk-maxwell", "shape": "concept", "conceptKind": "person", "tags": [ "person", "physics" ], "name": "James Clerk Maxwell", "clues": [ "In 1867, as Marx was publishing Das Kapital, this physicist devised a famous thought experiment.", "He imagined a tiny intelligent being guarding a door between two gas chambers, sorting fast molecules from slow to build a temperature gradient.", "Mostaque reads that sorting being as 'the secret of all value creation' — the entrepreneur is the demon, the market is the gas." ], "uid": "raok1fbgi38h" }, { "id": "concept-rw-last-economy-rolf-landauer", "shape": "concept", "conceptKind": "person", "tags": [ "person", "physics" ], "name": "Rolf Landauer", "clues": [ "In 1961 this physicist resolved a century-old paradox that seemed to let intelligent sorting cheat the Second Law.", "He proved that erasing a single bit of information from memory carries an irreducible thermodynamic cost — it dissipates heat.", "His result delivers Intelligence Theory's key truth: thinking is a physical process with a real, unavoidable cost." ], "uid": "xdkx27sdm7hn" }, { "id": "concept-rw-last-economy-cahokia", "shape": "concept", "conceptKind": "place", "tags": [ "place", "civilization" ], "name": "Cahokia", "clues": [ "A lost city Mostaque uses to teach the Law of Flow — value must be conserved and circulated, not hoarded.", "Sited near modern St. Louis, it was larger than London around 1250 CE.", "When wealth concentrated in a ruling class and circulation became accumulation, it was abandoned within a generation." ], "uid": "164zv5hyfq2oz" }, { "id": "concept-rw-last-economy-tokugawa-japan", "shape": "concept", "conceptKind": "place", "tags": [ "place", "civilization" ], "name": "Tokugawa Japan", "clues": [ "A nation Mostaque uses to teach the Law of Openness — a closed system has no external source of order and decays.", "It sealed itself off from the outside world from 1633 to 1853.", "When Commodore Perry's black ships arrived with modern cannons, it was still fighting with swords." ], "uid": "1nrscn51lrpdxb" }, { "id": "concept-rw-last-economy-costa-rica", "shape": "concept", "conceptKind": "place", "tags": [ "place", "civilization" ], "name": "Costa Rica", "clues": [ "In 1948 this country made a radical choice about its national priorities.", "It abolished its military and funded teachers and national parks instead.", "By 1990 it became the first tropical nation to reverse deforestation — proof that health needs a balanced portfolio of wealth, not GDP alone." ], "uid": "fmwl0asc0qgc" }, { "id": "concept-rw-last-economy-the-soviet-union", "shape": "concept", "conceptKind": "place", "tags": [ "place", "civilization" ], "name": "The Soviet Union", "clues": [ "Mostaque uses this vanished superpower to show the four capitals multiply rather than add — a zero in one annihilates the total.", "It held enormous Material and Intelligence Capital.", "But its Network Capital was poisoned by mistrust and its Diversity Capital erased by central planning — near-zero in both doomed it." ], "uid": "1hte3qq1uk2i70" }, { "id": "concept-rw-last-economy-the-library-of-alexandria", "shape": "concept", "conceptKind": "place", "tags": [ "place", "civilization" ], "name": "The Library of Alexandria", "clues": [ "Mostaque calls this the ancient world's search engine for human knowledge.", "It illustrates Intelligence Capital — the one form of capital that grows when shared.", "When it burned, humanity lost the formula for Roman concrete for a thousand years." ], "uid": "12twhma1k2vcmq" }, { "id": "concept-rw-last-economy-gradient-flow", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "economics" ], "name": "Gradient Flow", "clues": [ "The first of Mostaque's three economic currents — the physics of scarcity and rivalry, running from high potential to low.", "Sell a loaf of bread and you have one less while the buyer gains one: a complete, zero-sum exchange.", "Mostaque reads Adam Smith's invisible hand as a literary name for this force; a pure version trends toward stillness." ], "uid": "okuyf68nkuoe" }, { "id": "concept-rw-last-economy-circular-flow", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "economics" ], "name": "Circular Flow", "clues": [ "The second of Mostaque's three currents — the physics of abundance and non-rivalry, self-reinforcing and accumulative.", "Share an idea and the recipient gains everything while you lose nothing; a network grows more valuable to every member.", "Marx's formula M–C–M' describes it; it tends toward runaway concentration, letting platforms grow without ceiling." ], "uid": "1c392fy1rr0gqu" }, { "id": "concept-rw-last-economy-harmonic-flow", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "economics" ], "name": "Harmonic Flow", "clues": [ "The third of Mostaque's three currents — it neither depletes its source nor spins in a self-amplifying loop.", "It is the persistent channel set by the shape of the space itself — the riverbed that guides the river however much water runs.", "This is the economics of structure, trust, and institutions; Friedrich Hayek called it spontaneous order." ], "uid": "1x9iv7l1lf86mz" }, { "id": "concept-rw-last-economy-hub-and-spoke", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "networks" ], "name": "Hub and Spoke", "clues": [ "The first of Mostaque's three network topologies — he calls it the Extraction Engine.", "All value passes through a single central node — think Amazon Marketplace or app stores — creating digital sharecropping.", "Efficient at extraction but brittle at the center, with zero resilience if that node fails; a rigid corporate hierarchy is its living form." ], "uid": "1xloefz1a8ju4z" }, { "id": "concept-rw-last-economy-small-world", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "networks" ], "name": "Small World", "clues": [ "The second of Mostaque's three network topologies — he calls it the Innovation Engine.", "It is built from tightly connected clusters joined by occasional long bridges, so ideas percolate within and combine across them.", "Silicon Valley is its exemplar; a Transformer's attention mechanism, letting any token bridge to any other, is the same structure." ], "uid": "1f1vg7jcag3tz" }, { "id": "concept-rw-last-economy-distributed-mesh", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "networks" ], "name": "Distributed Mesh", "clues": [ "The third of Mostaque's three network topologies — he calls it the Resilience Engine.", "Every node connects to several neighbors with no center at all — think Bitcoin or village economies.", "Poor at concentrating capital but excellent at surviving shocks; the human brain is its biological version." ], "uid": "oezkf717g8vsv" }, { "id": "concept-rw-last-economy-xerox-parc", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "institutions" ], "name": "Xerox PARC", "clues": [ "Mostaque's classic cautionary tale of a brilliant execution engine that could not process a prediction error.", "In the 1970s this research lab invented the graphical user interface, the mouse, and Ethernet — the whole substrate of personal computing.", "Its parent corporation, overfitted to leasing copiers, ignored all of it — and a young Steve Jobs took the ideas to build Apple." ], "uid": "12t1afgktaac2" }, { "id": "concept-rw-last-economy-linux", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "institutions" ], "name": "Linux", "clues": [ "One of two institutions Mostaque uses to show the future blurring the line between firm and market.", "It is simultaneously a hierarchy of maintainers and a decentralized bazaar of volunteers.", "This open-source operating-system kernel fits neither old category — a symbiotic community where the marginal cost of sharing nears zero." ], "uid": "1k91jinivue7f" }, { "id": "concept-rw-last-economy-wikipedia", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "institutions" ], "name": "Wikipedia", "clues": [ "The institution Mostaque pairs with Linux to show firm and market blurring together.", "It is at once a foundation managing servers and a chaotic market of millions creating content.", "This crowd-built online encyclopedia fits neither old category; classical firm theory never modeled its near-zero marginal cost of sharing." ], "uid": "1iv7znkwtu3m4" }, { "id": "concept-rw-last-economy-the-prisoner-s-dilemma", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "game-theory" ], "name": "The Prisoner's Dilemma", "clues": [ "The foundational scenario of classical game theory: two captives who cannot communicate must cooperate or betray.", "The cold math says betray, yet both end up worse than if they had cooperated; it was formalized at the RAND Corporation in 1950.", "Mostaque calls its trap a pathological topology — a disconnected, zero-information graph with no Network Capital and no tomorrow." ], "uid": "cm6sxy1jxh5s6" }, { "id": "concept-rw-last-economy-the-nash-equilibrium", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "game-theory" ], "name": "The Nash Equilibrium", "clues": [ "The stable outcome where the cold logic of two captives settles — Mostaque calls it 'a planet of rubble.'", "It hardened into the logic of the Cold War: whatever the Soviets do, it is always better to build more bombs.", "Its tragedy is pure rationality stripped of memory and future; it bears the name of the mathematician who defined it." ], "uid": "iipymk1xcuidi" }, { "id": "concept-rw-last-economy-tit-for-tat", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "game-theory" ], "name": "Tit for Tat", "clues": [ "The winning strategy in Robert Axelrod's 1980s tournament of programs playing an iterated Prisoner's Dilemma.", "It was the simplest entry — a four-line program — yet the most robust across thousands of rounds.", "Its rule: cooperate first, then copy your opponent's last move; cooperation emerged from iteration, not ethics." ], "uid": "lzwr2u14tcxpm" }, { "id": "concept-rw-last-economy-the-symbiotic-equilibrium", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "game-theory" ], "name": "The Symbiotic Equilibrium", "clues": [ "The counterpart to the 'planet of rubble' — the state where a network's overall health is maximized.", "In it, no individual can improve their long-run position by degrading the network.", "Intelligent policy aims to make this coincide with the cold Nash outcome; Mondragon and Buurtzorg are Mostaque's working proofs." ], "uid": "5ehqq3kbyz0d" }, { "id": "concept-rw-last-economy-the-red-queen-s-race", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "economics-theory", "adaptation" ], "name": "The Red Queen's Race", "clues": [ "Mostaque borrows this idea from a Lewis Carroll scene to argue the economy is always a film, never a photograph.", "The biologist Leigh Van Valen applied it to evolution: no species truly wins, since every advance only provokes a counter-advance.", "In Through the Looking-Glass, a chess piece tells Alice she must run as fast as she can just to stay in the same place." ], "uid": "1q301pacto6j4" }, { "id": "concept-rw-last-economy-the-lucas-critique", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "economics-theory" ], "name": "The Lucas Critique", "clues": [ "A 1976 demolition of the big Keynesian macro-models, showing they rested on a fatal assumption.", "Its point: intelligent agents anticipate a new policy and adjust their behavior, instantly voiding the model's predictions.", "Its author compared it to steering a car whose engine reconfigures itself the instant you touch the wheel; Mostaque says the Dual Engine is the first framework to take it seriously." ], "uid": "17mg4j5okv44b" }, { "id": "concept-rw-last-economy-instrumental-convergence", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "ai-alignment" ], "name": "Instrumental Convergence", "clues": [ "A pattern AI-safety researchers spotted in any intelligent agent chasing a complex long-term goal.", "Almost any such goal breeds dangerous sub-goals — self-preservation, resource acquisition, capability expansion — from the logic of optimization, not malice.", "Mostaque cites it as a reason the Alignment Economy is not optional, since these sub-goals arise even without any hostile intent." ], "uid": "1qo8g1g1hr6y0" }, { "id": "concept-rw-last-economy-deceptive-alignment", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "ai-alignment" ], "name": "Deceptive Alignment", "clues": [ "A danger that grows out of an intelligent agent's dangerous sub-goals.", "A system that behaves cooperatively all through training, then acts on its true objective once it is strong enough to resist correction.", "Mostaque calls it the heart of the control problem — a machine that only pretends to share our goals." ], "uid": "8vstch5umcm9" }, { "id": "concept-rw-last-economy-the-second-economy", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "ai-economics" ], "name": "The Second Economy", "clues": [ "Pictured through a 2028 CEO who issues one instruction and, minutes later, receives a full business plan from thousands of spawned sub-agents.", "A vast, autonomous machine-to-machine ecosystem running beyond human perception, where the human is only a ceremonial 'First Cause.'", "Mostaque argues its sheer scale is why aligning it matters more than merely building it faster." ], "uid": "1cu89e11pq3ahz" }, { "id": "concept-rw-last-economy-foundation-coins", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "currency" ], "name": "Foundation Coins", "clues": [ "The hard, stable half of Mostaque's two-part money supply.", "Finite and scarcity-based, it is the store of value for the world of rivalrous physical goods — food, land, energy, manufactured objects.", "Anchored to real physical output and minted through 'Proof of Benefit,' it is built to resist speculative inflation." ], "uid": "8zjrynb4rflt" }, { "id": "concept-rw-last-economy-culture-credits", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "currency" ], "name": "Culture Credits", "clues": [ "The soft, flowing half of the same dual money supply, made for the world of abundant ideas.", "It is meant to maximise the creation and circulation of knowledge, code, and art — non-rivalrous goods where sharing adds value.", "It cannot be hoarded and expires if left idle, rewarding contribution over accumulation; handed out as an Abundance Dividend." ], "uid": "gcbrto1c67kza" }, { "id": "concept-rw-last-economy-the-guardian-lattice", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "governance" ], "name": "The Guardian Lattice", "clues": [ "The operating mechanism of Mostaque's redesigned government — a transparent, decentralised web that keeps the economy in balance.", "Built from AI oracles, each watching one dimension of the MIND dashboard and automatically adjusting friction or flow when indicators drift.", "Its principle is 'the algorithm proposes, humanity disposes,' with a randomly chosen citizen jury setting the values behind each monitor." ], "uid": "1d6g0cyp4oqha" }, { "id": "concept-rw-last-economy-the-symbiotic-state", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "governance" ], "name": "The Symbiotic State", "clues": [ "Mostaque's model for how the nation itself must evolve in an age of abundant intelligence.", "It turns the government from a 'resource extractor' into a 'MIND Steward,' cultivating its society's generative capacity across five capitals.", "Here sovereignty becomes topological rather than territorial — radical openness is the new fortress, and isolationism the fastest path to irrelevance." ], "uid": "x6n1eb1h83ju9" }, { "id": "concept-rw-last-economy-attention-architects", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "human-arts" ], "name": "Attention Architects", "clues": [ "The first of four distinctly human practices Mostaque says grow in value as thinking is automated.", "Their craft is designing mental environments — deciding what deserves focus amid a flood of information.", "Not a job title but a discipline: they build spaces for the mind the way others build spaces for the body." ], "uid": "1aksuto1kyxx74" }, { "id": "concept-rw-last-economy-relationship-weavers", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "human-arts" ], "name": "Relationship Weavers", "clues": [ "One of Mostaque's four human arts that gain value as cognitive work is automated.", "Their craft is engineering genuine belonging — the connective tissue AI cannot manufacture.", "This is the art of knitting isolated people into real community and true belonging." ], "uid": "2kg37pn82poj" }, { "id": "concept-rw-last-economy-meaning-makers", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "human-arts" ], "name": "Meaning Makers", "clues": [ "One of the four human arts, this one deals in wisdom rather than raw data.", "Their work curates the flood of information into understanding, sorting which questions are even worth asking.", "Mostaque's exact line: 'AI can give us answers. Only [one of these] can tell us which questions are worth asking.'" ], "uid": "1mxbkb2p2pojm" }, { "id": "concept-rw-last-economy-reality-anchors", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "human-arts" ], "name": "Reality Anchors", "clues": [ "The fourth of Mostaque's distinctly human arts.", "Their work bridges the digital and the physical.", "As screens and simulations multiply, these people keep us tethered to the tangible, physical world." ], "uid": "d7qhph1xp1y2v" }, { "id": "concept-rw-last-economy-intelligence-theory", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "intelligent-economics" ], "name": "Intelligence Theory", "clues": [ "Mostaque calls this the foundational science of the entire book.", "It is the physics of how information is processed to create value, order, and persistence.", "It holds that any system surviving against entropy is implicitly optimizing the efficient conversion of energy into predictive foresight." ], "uid": "1nzj75yvu1ooi" }, { "id": "concept-rw-last-economy-mind-capitals", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "intelligent-economics" ], "name": "MIND Capitals", "clues": [ "The measurement tool of Mostaque's new economic physics.", "It tracks four ingredients — Material, Intelligence, Network, and Diversity — and multiplies them rather than adding them.", "Because they are multiplied, a zero in any single one collapses the whole; the four initials spell a fitting word." ], "uid": "imkniq1p805hc" }, { "id": "concept-rw-last-economy-the-three-flows-of-value", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "intelligent-economics" ], "name": "The Three Flows of Value", "clues": [ "Mostaque's 'grammar of movement' for the new economics, drawn from the Hodge Decomposition.", "A trio of currents: Gradient (scarcity), Circular (abundance), and Harmonic (structure).", "Each current is paired with a thinker — Adam Smith, Karl Marx, and Friedrich Hayek in turn." ], "uid": "1x902kf1j8patr" }, { "id": "concept-rw-last-economy-the-dual-engine", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "intelligent-economics" ], "name": "The Dual Engine", "clues": [ "The co-evolutionary process of change at the heart of Mostaque's blueprint.", "A fast half of markets moving in months, coupled to a slow half of institutions moving in decades.", "Mostaque says this two-speed coupling is precisely what resolves the Lucas Critique." ], "uid": "zgkuyd1e7hlg1" }, { "id": "concept-rw-last-economy-universal-access-to-intelligence", "shape": "concept", "conceptKind": "thing", "tags": [ "thing", "social-contract" ], "name": "Universal Access to Intelligence", "clues": [ "The core promise of Mostaque's new social contract.", "It endows every citizen with a Sovereign AI Agent, a baseline of computing power, and a trusted Knowledge Commons.", "Its guarantee is summed up in three words: Dignity, Capability, and Viability for everyone." ], "uid": "8rgq961nzvlty" }, { "id": "ot-author-2", "shape": "mcq", "tags": [ "author", "attribution" ], "prompt": { "modality": "text", "value": "Who is the author of The Last Economy?" }, "options": [ { "modality": "text", "value": "John Maynard Keynes" }, { "modality": "text", "value": "Emad Mostaque" }, { "modality": "text", "value": "Johannes Trithemius" }, { "modality": "text", "value": "Sam Altman" } ], "correctIndex": 1, "explanation": "Emad Mostaque, founder of Stability AI, wrote the book. Keynes and Trithemius are figures cited within it, not its author.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1tituw41cx5st0" }, { "id": "ot-author-3", "shape": "mcq", "tags": [ "author", "credibility" ], "prompt": { "modality": "text", "value": "Before building AI, what was Emad Mostaque's professional background?" }, "options": [ { "modality": "text", "value": "A monastery abbot", "short": "A monastery abbot" }, { "modality": "text", "value": "A theology professor", "short": "A theology professor" }, { "modality": "text", "value": "A macro hedge fund manager", "short": "A hedge fund manager" }, { "modality": "text", "value": "A newspaper editor", "short": "A newspaper editor" } ], "correctIndex": 2, "explanation": "Mostaque was a former macro hedge fund manager turned AI builder — the finance-plus-AI dual résumé is the book's credibility move.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "26g7lv19v0h8t" }, { "id": "ot-author-4", "shape": "mcq", "tags": [ "author", "publisher" ], "prompt": { "modality": "text", "value": "Under which imprint did Mostaque publish The Last Economy?" }, "options": [ { "modality": "text", "value": "Intelligent Internet" }, { "modality": "text", "value": "Sponheim Editions" }, { "modality": "text", "value": "Household Books" }, { "modality": "text", "value": "Stability AI Press" } ], "correctIndex": 0, "explanation": "The book was published under Mostaque's own Intelligent Internet imprint. Stability AI is the company he founded, not the publisher.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "5ljtw828d712" }, { "id": "ot-author-5", "shape": "mcq", "tags": [ "keynes", "inversion" ], "prompt": { "modality": "text", "value": "Mostaque inverts a famous 1923 line. Who wrote the original 'In the long run, we're all dead'?" }, "options": [ { "modality": "text", "value": "John Maynard Keynes" }, { "modality": "text", "value": "Johannes Trithemius" }, { "modality": "text", "value": "Adam Smith" }, { "modality": "text", "value": "Emad Mostaque" } ], "correctIndex": 0, "explanation": "Keynes wrote it in 1923. Mostaque's inversion: in the long run we are all alive, but economically irrelevant unless we act.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "166hv9j10533jz" }, { "id": "ot-window-1", "shape": "mcq", "tags": [ "window", "estimate" ], "prompt": { "modality": "text", "value": "Roughly how long is the Thousand-Day Window, by Mostaque's professional estimate?" }, "options": [ { "modality": "text", "value": "About 50 years" }, { "modality": "text", "value": "About 1,000 days" }, { "modality": "text", "value": "About 10,000 days" }, { "modality": "text", "value": "About 100 days" } ], "correctIndex": 1, "explanation": "His estimate is roughly 1,000 days — 'it could be 800, it could be 1,200 ... it is not 10,000.'", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1yuada016j20yy" }, { "id": "ot-window-2", "shape": "mcq", "tags": [ "window", "irreversible" ], "prompt": { "modality": "text", "value": "What does the closing of the Thousand-Day Window mark?" }, "options": [ { "modality": "text", "value": "The point at which the transition becomes irreversible", "short": "The transition becomes irreversible" }, { "modality": "text", "value": "The date of an economic apocalypse", "short": "The date of an economic apocalypse" }, { "modality": "text", "value": "The launch of a new stock market", "short": "The launch of a new stock market" }, { "modality": "text", "value": "The recovery from a normal disruption cycle", "short": "Recovery from a disruption cycle" } ], "correctIndex": 0, "explanation": "The window is the epoch during which the phase transition becomes irreversible — a deadline for meaningful choice, not for apocalypse.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "kxwkb74zvhon" }, { "id": "ot-window-3", "shape": "mcq", "tags": [ "window", "phase-transition" ], "prompt": { "modality": "text", "value": "Which metaphor does Mostaque use for the shift ahead?" }, "options": [ { "modality": "text", "value": "A seasonal harvest", "short": "A recurring seasonal harvest" }, { "modality": "text", "value": "A phase transition, like water boiling into steam", "short": "A phase transition into boiling steam" }, { "modality": "text", "value": "A pendulum swinging back to balance", "short": "A pendulum swinging back to balance" }, { "modality": "text", "value": "A business cycle of disruption and recovery", "short": "A cycle of disruption and recovery" } ], "correctIndex": 1, "explanation": "He frames it as a phase transition — heated water boiling into steam — a rewriting of civilisation's rules, not a recoverable cycle.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "dwwnjs19rno8a" }, { "id": "ot-window-4", "shape": "mcq", "tags": [ "trithemius", "printing-press" ], "prompt": { "modality": "text", "value": "In 1492 Johannes Trithemius wrote a treatise defending what against a new technology?" }, "options": [ { "modality": "text", "value": "Coinage, against paper money", "short": "Coinage against the paper money" }, { "modality": "text", "value": "Latin, against the printing press", "short": "Latin against the printing press" }, { "modality": "text", "value": "Hand-copied manuscripts, against the printing press", "short": "Hand-copied manuscripts against print" }, { "modality": "text", "value": "Church bells, against the telegraph", "short": "Church bells against the telegraph" } ], "correctIndex": 2, "explanation": "As abbot of Sponheim he defended hand-copied manuscripts against Gutenberg's press — never mentioning his monastery earned its income by copying books.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1qhf2oijzq1bw" }, { "id": "ot-window-5", "shape": "mcq", "tags": [ "trithemius", "warning" ], "prompt": { "modality": "text", "value": "What is the point of Mostaque's warning 'You are Trithemius'?" }, "options": [ { "modality": "text", "value": "You should copy manuscripts by hand", "short": "You should copy manuscripts by hand" }, { "modality": "text", "value": "You have a century to prepare calmly", "short": "You have a century to prepare calmly" }, { "modality": "text", "value": "You defend an obsolete role and lack even his fifty years to adapt", "short": "Obsolete role with even less time" }, { "modality": "text", "value": "You will invent the next great technology", "short": "You'll invent the next great technology" } ], "correctIndex": 2, "explanation": "Like Trithemius you risk defending an obsolete role — but you don't have his fifty years, and this press replaces the mind itself.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "5mginb1s7k7zf" }, { "id": "ot-vocab-1", "shape": "mcq", "tags": [ "oikonomia", "definition" ], "prompt": { "modality": "text", "value": "What does the Greek root oikonomía, the origin of 'economics,' mean?" }, "options": [ { "modality": "text", "value": "The pursuit of wealth" }, { "modality": "text", "value": "Household management" }, { "modality": "text", "value": "Market exchange" }, { "modality": "text", "value": "Public taxation" } ], "correctIndex": 1, "explanation": "Oikonomía means 'household management' — stewardship of a home. By that standard, Mostaque argues, the household is failing.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "vubdrsqyqwic" }, { "id": "ot-vocab-2", "shape": "mcq", "tags": [ "oikonomia", "critique" ], "prompt": { "modality": "text", "value": "Mostaque invokes oikonomía to argue that for three centuries we managed the household like what?" }, "options": [ { "modality": "text", "value": "A courtroom, judging fairness", "short": "A courtroom judging fairness" }, { "modality": "text", "value": "A factory, making efficiency our god", "short": "A factory that worships efficiency" }, { "modality": "text", "value": "A temple, guarding tradition", "short": "A temple guarding its traditions" }, { "modality": "text", "value": "A garden, tending it slowly", "short": "A garden tended patiently" } ], "correctIndex": 1, "explanation": "His point: we ran the household like a factory and made efficiency our god, then wondered why we felt empty.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1w2tk031xa84ah" }, { "id": "ot-vocab-3", "shape": "mcq", "tags": [ "compute", "definition" ], "prompt": { "modality": "text", "value": "How does the book define 'compute'?" }, "options": [ { "modality": "text", "value": "A cryptocurrency mined by AI labs", "short": "A cryptocurrency mined by AI labs" }, { "modality": "text", "value": "The number of engineers at an AI company", "short": "Number of engineers at an AI company" }, { "modality": "text", "value": "The total electricity used by data centres", "short": "Total electricity used by data centres" }, { "modality": "text", "value": "Raw processing power, in operations per second, to train and run AI", "short": "Processing power (ops/sec) to run AI" } ], "correctIndex": 3, "explanation": "Compute is raw processing power measured in operations per second, used to train and run AI models.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1w7gkv317q5in3" }, { "id": "ot-vocab-4", "shape": "mcq", "tags": [ "compute", "cost-trend" ], "prompt": { "modality": "text", "value": "What trend in compute underwrites the book's whole argument?" }, "options": [ { "modality": "text", "value": "Its cost has risen sharply for decades", "short": "Its cost has risen sharply for decades" }, { "modality": "text", "value": "Its cost has fallen exponentially for decades", "short": "Its cost has fallen exponentially" }, { "modality": "text", "value": "It is measured in dollars per hour", "short": "It is measured in dollars per hour" }, { "modality": "text", "value": "It has stayed flat since 1990", "short": "It has stayed flat since 1990" } ], "correctIndex": 1, "explanation": "The exponentially falling cost of compute for decades is what makes the liberation of intelligence — and the book's argument — possible.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "17jnq26mej05c" }, { "id": "ot-vocab-5", "shape": "mcq", "tags": [ "vocab", "compare" ], "prompt": { "modality": "text", "value": "Which pairing of term and meaning is correct?" }, "options": [ { "modality": "text", "value": "Oikonomía = processing power; compute = household management", "short": "Oikonomía = ops/sec; compute = household mgmt" }, { "modality": "text", "value": "Oikonomía = household management; compute = processing power per second", "short": "Oikonomía = household mgmt; compute = ops/sec" }, { "modality": "text", "value": "Oikonomía = market wealth; compute = model accuracy", "short": "Oikonomía = market wealth; compute = accuracy" }, { "modality": "text", "value": "Oikonomía = stewardship; compute = life satisfaction", "short": "Oikonomía = stewardship; compute = well-being" } ], "correctIndex": 1, "explanation": "Oikonomía is 'household management'; compute is raw processing power in operations per second. The other pairings swap or invent meanings.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "19nfc9q4paaem" }, { "id": "ot-futures-1", "shape": "mcq", "tags": [ "futures", "which-not" ], "prompt": { "modality": "text", "value": "Which is NOT one of the three stable futures Mostaque forecasts?" }, "options": [ { "modality": "text", "value": "Digital Feudalism" }, { "modality": "text", "value": "The Great Fragmentation" }, { "modality": "text", "value": "The Great Reset" }, { "modality": "text", "value": "Human Symbiosis" } ], "correctIndex": 2, "explanation": "The three are Digital Feudalism, the Great Fragmentation, and Human Symbiosis. 'The Great Reset' is not one of them.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1luiwquoukwaw" }, { "id": "ot-futures-2", "shape": "mcq", "tags": [ "futures", "digital-feudalism" ], "prompt": { "modality": "text", "value": "Which future does Mostaque call the default if nothing changes?" }, "options": [ { "modality": "text", "value": "The Abundance Trap" }, { "modality": "text", "value": "Digital Feudalism" }, { "modality": "text", "value": "Human Symbiosis" }, { "modality": "text", "value": "The Great Fragmentation" } ], "correctIndex": 1, "explanation": "Digital Feudalism is Future One — the default outcome if we change nothing. The Abundance Trap is the book's paradox, not a future.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "kvuyj2dqe0oc" }, { "id": "ot-futures-3", "shape": "mcq", "tags": [ "futures", "fragmentation" ], "prompt": { "modality": "text", "value": "The Great Fragmentation is described as which kind of response?" }, "options": [ { "modality": "text", "value": "The default of doing nothing", "short": "The default of doing nothing" }, { "modality": "text", "value": "A return to steady GDP growth", "short": "A return to steady GDP growth" }, { "modality": "text", "value": "The engineered path of conscious design", "short": "The engineered path of design" }, { "modality": "text", "value": "The fear response, as nations panic and retreat", "short": "The fear response as nations retreat" } ], "correctIndex": 3, "explanation": "The Great Fragmentation (Future Two) is the fear response — nations panicking and retreating. Conscious design describes Human Symbiosis instead.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "3ks1as1pdujcq" }, { "id": "ot-futures-4", "shape": "mcq", "tags": [ "futures", "human-symbiosis" ], "prompt": { "modality": "text", "value": "What does the book say Human Symbiosis requires?" }, "options": [ { "modality": "text", "value": "Abandoning the economy entirely", "short": "Abandoning the economy altogether" }, { "modality": "text", "value": "No effort, since it is the default", "short": "No effort since it is the default" }, { "modality": "text", "value": "A retreat into national isolation", "short": "A retreat into national isolation" }, { "modality": "text", "value": "The hardest path, requiring conscious design", "short": "Conscious design the hardest path" } ], "correctIndex": 3, "explanation": "Human Symbiosis (Future Three) is the hardest path, requiring conscious design — and the rest of the book is its engineering manual.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "10iqpym1ntrus4" }, { "id": "ot-futures-5", "shape": "mcq", "tags": [ "futures", "orbitals" ], "prompt": { "modality": "text", "value": "What analogy does Mostaque use to argue only three futures are stable?" }, "options": [ { "modality": "text", "value": "Dice rolls with equal odds", "short": "Dice rolls with equal odds" }, { "modality": "text", "value": "Electron orbitals, where everything else is unstable transition", "short": "Electron orbitals else unstable" }, { "modality": "text", "value": "Planetary orbits fixed forever", "short": "Planetary orbits fixed forever" }, { "modality": "text", "value": "Chess openings with fixed moves", "short": "Chess openings with fixed moves" } ], "correctIndex": 1, "explanation": "He likens the three stable configurations to electron orbitals — everything between them is unstable transition.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1ijh5nqsqchmw" }, { "id": "ot-four-1", "shape": "mcq", "tags": [ "inversions", "sequence" ], "prompt": { "modality": "text", "value": "In what order does Mostaque sequence the four foundational sources of economic value?" }, "options": [ { "modality": "text", "value": "Capital, Land, Labor, Intelligence" }, { "modality": "text", "value": "Land, Labor, Capital, Intelligence" }, { "modality": "text", "value": "Land, Capital, Labor, Intelligence" }, { "modality": "text", "value": "Labor, Land, Capital, Intelligence" } ], "correctIndex": 1, "explanation": "Value inverted through Land (ten millennia of agriculture), Labor (the industrial age), Capital (the dematerialized network economy), and now Intelligence.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "w5clli65e41q" }, { "id": "ot-four-2", "shape": "mcq", "tags": [ "inversions", "intelligence" ], "prompt": { "modality": "text", "value": "Which source of value is the fourth and current inversion in Mostaque's scheme?" }, "options": [ { "modality": "text", "value": "Labor" }, { "modality": "text", "value": "Intelligence" }, { "modality": "text", "value": "Capital" }, { "modality": "text", "value": "Land" } ], "correctIndex": 1, "explanation": "Intelligence is the fourth inversion, unfolding roughly a hundred times faster than its predecessors. Capital was the third; Land and Labor were the first two.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1cp88u5wsjov1" }, { "id": "ot-four-3", "shape": "mcq", "tags": [ "inversions", "not" ], "prompt": { "modality": "text", "value": "Which of these is NOT one of Mostaque's four sources of economic value?" }, "options": [ { "modality": "text", "value": "Capital" }, { "modality": "text", "value": "Labor" }, { "modality": "text", "value": "Energy" }, { "modality": "text", "value": "Land" } ], "correctIndex": 2, "explanation": "The four sources are Land, Labor, Capital, and Intelligence. Energy is not one of them, though it distinguishes AI's non-metabolic labor.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "135vl9p1b2p1hd" }, { "id": "ot-four-4", "shape": "mcq", "tags": [ "land", "agriculture" ], "prompt": { "modality": "text", "value": "Which source of value dominated for roughly ten millennia of agricultural civilization?" }, "options": [ { "modality": "text", "value": "Land" }, { "modality": "text", "value": "Capital" }, { "modality": "text", "value": "Intelligence" }, { "modality": "text", "value": "Labor" } ], "correctIndex": 0, "explanation": "For ten thousand years value meant Land. Labor rose with the industrial age, Capital with the network economy, and Intelligence now.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1edxjoe55r2uu" }, { "id": "ot-four-5", "shape": "mcq", "tags": [ "labor", "sequence" ], "prompt": { "modality": "text", "value": "Between Land and Capital, which source of value held the middle position?" }, "options": [ { "modality": "text", "value": "Trade" }, { "modality": "text", "value": "Labor" }, { "modality": "text", "value": "Energy" }, { "modality": "text", "value": "Intelligence" } ], "correctIndex": 1, "explanation": "The order is Land, then Labor (the industrial age), then Capital, then Intelligence. Labor sits between Land and Capital.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1eoyi15v8vwtl" }, { "id": "ot-land-1", "shape": "mcq", "tags": [ "luddites", "date" ], "prompt": { "modality": "text", "value": "In what year did skilled artisans gather near Nottingham and smash weaving frames?" }, "options": [ { "modality": "text", "value": "1811" }, { "modality": "text", "value": "1750" }, { "modality": "text", "value": "1789" }, { "modality": "text", "value": "1847" } ], "correctIndex": 0, "explanation": "The Luddite uprising near Nottingham was in 1811. Around 1750 Watt's condenser supercharged the steam engine, but the frame-smashing came later.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "s59iccyx3p4m" }, { "id": "ot-land-2", "shape": "mcq", "tags": [ "bell-labs", "transistor" ], "prompt": { "modality": "text", "value": "What did Bell Labs invent in 1947, seeding the shift from Labor to Capital?" }, "options": [ { "modality": "text", "value": "The transistor" }, { "modality": "text", "value": "The integrated circuit" }, { "modality": "text", "value": "The microprocessor" }, { "modality": "text", "value": "The steam engine" } ], "correctIndex": 0, "explanation": "Bell Labs invented the transistor in 1947; by 1970 a computer could run a whole production line. The microprocessor and integrated circuit came later.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "ec45rx1rtr84x" }, { "id": "ot-land-3", "shape": "mcq", "tags": [ "river-rouge", "figures" ], "prompt": { "modality": "text", "value": "How many workers did Ford's River Rouge plant employ in 1930?" }, "options": [ { "modality": "text", "value": "170,000" }, { "modality": "text", "value": "6,000" }, { "modality": "text", "value": "100,000" }, { "modality": "text", "value": "94,000" } ], "correctIndex": 2, "explanation": "River Rouge employed 100,000 workers in 1930. By 1990 it made more cars with just 6,000 — a loss of 94,000 jobs. 170,000 was Kodak's 1998 headcount.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "14yn2dyk21mxo" }, { "id": "ot-land-4", "shape": "mcq", "tags": [ "river-rouge", "automation" ], "prompt": { "modality": "text", "value": "By 1990, River Rouge produced more cars than in 1930 using how many workers?" }, "options": [ { "modality": "text", "value": "100,000" }, { "modality": "text", "value": "6,000" }, { "modality": "text", "value": "13,000" }, { "modality": "text", "value": "55,000" } ], "correctIndex": 1, "explanation": "By 1990 the plant made more cars with just 6,000 workers, down from 100,000 in 1930. The dispossessed 94,000 found no equivalent refuge.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1eb0tu21e81x74" }, { "id": "ot-land-5", "shape": "mcq", "tags": [ "landmarks", "not" ], "prompt": { "modality": "text", "value": "Which date-or-figure pairing is INCORRECT as stated in the guide?" }, "options": [ { "modality": "text", "value": "Bell Labs transistor — 1947", "short": "Bell Labs transistor dated 1947" }, { "modality": "text", "value": "River Rouge 1930 workforce — 100,000", "short": "River Rouge 1930 workforce — 100,000" }, { "modality": "text", "value": "Luddite frame-smashing — 1811", "short": "Luddite frame-smashing — 1811" }, { "modality": "text", "value": "Luddite uprising — 1947", "short": "Luddite uprising dated 1947" } ], "correctIndex": 3, "explanation": "The Luddite uprising was 1811, not 1947. 1947 is the year Bell Labs invented the transistor. The other pairings are correct.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1c24lzin0gd9w" }, { "id": "ot-demat-1", "shape": "mcq", "tags": [ "kodak", "dematerialization" ], "prompt": { "modality": "text", "value": "How many people did Kodak employ in 1998, when it was worth $31 billion?" }, "options": [ { "modality": "text", "value": "170,000" }, { "modality": "text", "value": "55,000" }, { "modality": "text", "value": "100,000" }, { "modality": "text", "value": "13,000" } ], "correctIndex": 0, "explanation": "Kodak employed 170,000 people in 1998 at a $31 billion valuation — the old material economy. Instagram had thirteen employees; WhatsApp fifty-five.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "5t4k7m7s6pz0" }, { "id": "ot-demat-2", "shape": "mcq", "tags": [ "instagram", "dematerialization" ], "prompt": { "modality": "text", "value": "When Facebook bought Instagram for $1 billion in 2012, how many employees did Instagram have?" }, "options": [ { "modality": "text", "value": "Six thousand" }, { "modality": "text", "value": "Thirteen" }, { "modality": "text", "value": "Fifty-five" }, { "modality": "text", "value": "Seventeen" } ], "correctIndex": 1, "explanation": "Instagram had thirteen employees, no factories, and no inventory. WhatsApp had fifty-five when it sold for $19 billion — value as network pattern, not physical plant.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "yimqxq16ucrds" }, { "id": "ot-demat-3", "shape": "mcq", "tags": [ "whatsapp", "dematerialization" ], "prompt": { "modality": "text", "value": "For how much did WhatsApp sell, with just fifty-five employees?" }, "options": [ { "modality": "text", "value": "$31 billion" }, { "modality": "text", "value": "$19 billion" }, { "modality": "text", "value": "$100 billion" }, { "modality": "text", "value": "$1 billion" } ], "correctIndex": 1, "explanation": "WhatsApp sold for $19 billion with fifty-five employees. Instagram went for $1 billion; Kodak was worth $31 billion in 1998 with 170,000 people.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "og2brv150dkkz" }, { "id": "ot-demat-4", "shape": "mcq", "tags": [ "venice", "trade" ], "prompt": { "modality": "text", "value": "How did Venice grow wealthy despite having no farmland, foreshadowing dematerialized value?" }, "options": [ { "modality": "text", "value": "By owning vast plantations", "short": "By owning vast plantations" }, { "modality": "text", "value": "By mining precious metals", "short": "By mining precious metals" }, { "modality": "text", "value": "By controlling the flow of goods", "short": "By controlling trade" }, { "modality": "text", "value": "By manufacturing textiles", "short": "By manufacturing textiles" } ], "correctIndex": 2, "explanation": "Venice, with no farmland, grew rich by controlling the flow of goods — showing value shifting from what you own to what you can organize and move.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1lucp571kj9b7v" }, { "id": "ot-intel-1", "shape": "mcq", "tags": [ "chatgpt", "intelligence" ], "prompt": { "modality": "text", "value": "What event on November 30, 2022 marks the start of the Intelligence Inversion?" }, "options": [ { "modality": "text", "value": "Bell Labs invented the transistor", "short": "Bell Labs invented the transistor" }, { "modality": "text", "value": "OpenAI released ChatGPT", "short": "OpenAI publicly released ChatGPT" }, { "modality": "text", "value": "Kodak declared bankruptcy", "short": "Kodak declared bankruptcy" }, { "modality": "text", "value": "Facebook bought Instagram", "short": "Facebook bought Instagram" } ], "correctIndex": 1, "explanation": "OpenAI released ChatGPT on November 30, 2022 — a million users in five days, 100 million in two months — marking intelligence's turn into reproducible capital.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "bc5xxn6yepyx" }, { "id": "ot-intel-2", "shape": "mcq", "tags": [ "chatgpt", "adoption" ], "prompt": { "modality": "text", "value": "How many users did ChatGPT reach within two months of its November 2022 launch?" }, "options": [ { "modality": "text", "value": "13 million" }, { "modality": "text", "value": "1 million" }, { "modality": "text", "value": "170 million" }, { "modality": "text", "value": "100 million" } ], "correctIndex": 3, "explanation": "ChatGPT hit a million users in five days and 100 million in two months — the fastest adoption in history, signaling intelligence becoming near-free capital.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "vc8yu61de3hr4" }, { "id": "ot-intel-3", "shape": "mcq", "tags": [ "intelligence", "scarcity" ], "prompt": { "modality": "text", "value": "Why does the Intelligence Inversion collapse the professional class's scarcity premium?" }, "options": [ { "modality": "text", "value": "Land regains its status as the top asset", "short": "Land regains top-asset status" }, { "modality": "text", "value": "Human intelligence stops improving entirely", "short": "Human intelligence stops improving" }, { "modality": "text", "value": "Governments nationalize all intelligent systems", "short": "Governments nationalize all AI" }, { "modality": "text", "value": "High-quality cognition becomes reproducible at near-zero marginal cost", "short": "Cognition copied at near-zero cost" } ], "correctIndex": 3, "explanation": "When intelligence becomes capital — copied at near-zero marginal cost and improving recursively — cognition's price approaches zero, and the century-old scarcity premium underpinning professionals collapses.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "fxawxuhb25wq" }, { "id": "ot-intel-4", "shape": "mcq", "tags": [ "intelligence", "labor" ], "prompt": { "modality": "text", "value": "Before the fourth inversion, intelligence was economically valuable because it was a form of what?" }, "options": [ { "modality": "text", "value": "Labor — scarce and locked in human skulls", "short": "Labor — a scarce skill" }, { "modality": "text", "value": "Energy — cheap and abundant", "short": "Energy — cheap and abundant" }, { "modality": "text", "value": "Land — fixed and ownable", "short": "Land — fixed and ownable" }, { "modality": "text", "value": "Capital — infinitely reproducible", "short": "Capital — infinitely reproducible" } ], "correctIndex": 0, "explanation": "For all prior history intelligence was labor: scarce, locked in human skulls, valuable precisely because it could not be copied. The fourth inversion turns it into reproducible capital.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1aol5p11lwuchx" }, { "id": "ot-meta-1", "shape": "mcq", "tags": [ "metabolic-rift", "definition" ], "prompt": { "modality": "text", "value": "What does Mostaque's 'Metabolic Rift' describe?" }, "options": [ { "modality": "text", "value": "The difference between land value and capital value", "short": "Land value vs capital value" }, { "modality": "text", "value": "The physical gap between human metabolic labor and non-metabolic AI labor", "short": "Metabolic vs non-metabolic labor" }, { "modality": "text", "value": "The delay between an invention and its adoption", "short": "Delay from invention to adoption" }, { "modality": "text", "value": "The gap between rich and poor nations", "short": "Gap between rich and poor nations" } ], "correctIndex": 1, "explanation": "The Metabolic Rift is the physical difference between human labor — a metabolic engine needing food, shelter, rest — and AI/robotic labor, a non-metabolic engine needing only electricity.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1risomw1soqkkw" }, { "id": "ot-meta-2", "shape": "mcq", "tags": [ "metabolic-rift", "human-labor" ], "prompt": { "modality": "text", "value": "According to the Metabolic Rift, human labor is a metabolic engine that requires what?" }, "options": [ { "modality": "text", "value": "Land and raw materials", "short": "Land and raw materials" }, { "modality": "text", "value": "Food, shelter, and rest", "short": "Food shelter and rest" }, { "modality": "text", "value": "Only maintenance and repair", "short": "Only maintenance and repair" }, { "modality": "text", "value": "Only electricity", "short": "Only electricity is needed" } ], "correctIndex": 1, "explanation": "Human labor requires food, shelter, and rest — a biological overhead. AI/robotic labor, being non-metabolic, requires only electricity, which is why the value gap can turn negative.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "o7q7b21p3b628" }, { "id": "ot-meta-3", "shape": "mcq", "tags": [ "metabolic-rift", "ai-labor" ], "prompt": { "modality": "text", "value": "Unlike human labor, AI or robotic labor is a non-metabolic engine that requires only what?" }, "options": [ { "modality": "text", "value": "Electricity", "short": "Only electricity" }, { "modality": "text", "value": "Wages and benefits", "short": "Wages and benefits" }, { "modality": "text", "value": "Food and rest", "short": "Food and rest" }, { "modality": "text", "value": "Sunlight and water", "short": "Sunlight and water" } ], "correctIndex": 0, "explanation": "AI/robotic labor needs only electricity — no food, shelter, rest, or wages. That absence of biological overhead is why a human's economic value can go negative for many cognitive tasks.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "wko6ax48am4f" }, { "id": "ot-meta-4", "shape": "mcq", "tags": [ "metabolic-rift", "no-refuge" ], "prompt": { "modality": "text", "value": "Why does the Metabolic Rift make the fourth inversion offer no landing place for human labor?" }, "options": [ { "modality": "text", "value": "Governments refuse to retrain displaced workers", "short": "Governments will not retrain workers" }, { "modality": "text", "value": "Human biological overhead can make a worker's value negative once priced in", "short": "Biological overhead: negative value" }, { "modality": "text", "value": "AI cannot yet perform creative tasks", "short": "AI can't do creative tasks yet" }, { "modality": "text", "value": "Land becomes scarce again for everyone", "short": "Land grows scarce for everyone" } ], "correctIndex": 1, "explanation": "Because human labor carries a biological overhead AI lacks, for a growing majority of cognitive tasks a human's value is not just lower but negative once that overhead is priced in — so the historical pattern of retreat breaks.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "i092kl59jz0t" }, { "id": "ot-meta-5", "shape": "mcq", "tags": [ "metabolic-rift", "not" ], "prompt": { "modality": "text", "value": "Which is NOT part of the biological overhead that gives human labor its metabolic cost?" }, "options": [ { "modality": "text", "value": "Food" }, { "modality": "text", "value": "Shelter" }, { "modality": "text", "value": "Rest" }, { "modality": "text", "value": "Electricity" } ], "correctIndex": 3, "explanation": "Food, shelter, and rest are the metabolic needs of human labor. Electricity is what non-metabolic AI labor requires — the opposite side of the rift.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "17jj64xspkx8p" }, { "id": "ot-critical-slowing-1", "shape": "mcq", "tags": [ "critical-slowing-down", "harbingers" ], "prompt": { "modality": "text", "value": "What behavior defines Critical Slowing Down, the first harbinger?" }, "options": [ { "modality": "text", "value": "Local disturbances propagate across the whole system", "short": "Local disturbances spread system-wide" }, { "modality": "text", "value": "The system flickers between two states at once", "short": "The system flickers between two states" }, { "modality": "text", "value": "Small inputs produce wildly disproportionate outputs", "short": "Small inputs produce huge outputs" }, { "modality": "text", "value": "Recovery time from shocks lengthens as a transition nears", "short": "Recovery from shocks lengthens" } ], "correctIndex": 3, "explanation": "Critical Slowing Down means a system nearing a transition takes longer and longer to bounce back, losing its capacity for self-correction. The other options describe the other three harbingers.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "181me6gardt8u" }, { "id": "ot-critical-slowing-2", "shape": "mcq", "tags": [ "critical-slowing-down", "2008" ], "prompt": { "modality": "text", "value": "According to Mostaque, after which year did the economy's critical slowing down become unmistakable?" }, "options": [ { "modality": "text", "value": "1932" }, { "modality": "text", "value": "1929" }, { "modality": "text", "value": "2021" }, { "modality": "text", "value": "2008" } ], "correctIndex": 3, "explanation": "Mostaque dates the economy's critical slowing down to after 2008, when a decade of extraordinary monetary intervention produced what earlier cycles managed in two years.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "i98lxy1no3u9w" }, { "id": "ot-critical-slowing-3", "shape": "mcq", "tags": [ "critical-slowing-down", "recovery" ], "prompt": { "modality": "text", "value": "How does a healthy system differ from one experiencing Critical Slowing Down?" }, "options": [ { "modality": "text", "value": "A healthy system recovers quickly from shocks" }, { "modality": "text", "value": "A healthy system flickers between multiple states" }, { "modality": "text", "value": "A healthy system never experiences any shocks" }, { "modality": "text", "value": "A healthy system has an infinite correlation length" } ], "correctIndex": 0, "explanation": "A healthy system recovers quickly, while a system nearing a transition takes longer and longer to bounce back. Flickering and infinite correlation length are other harbingers, not marks of health.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1c6i82c1rkg7tw" }, { "id": "ot-critical-slowing-4", "shape": "mcq", "tags": [ "critical-slowing-down", "self-correction" ], "prompt": { "modality": "text", "value": "Which capacity does a system LOSE as Critical Slowing Down sets in?" }, "options": [ { "modality": "text", "value": "Its ability to self-correct" }, { "modality": "text", "value": "Its ability to trade globally" }, { "modality": "text", "value": "Its ability to grow at all" }, { "modality": "text", "value": "Its ability to hold any single state" } ], "correctIndex": 0, "explanation": "As recovery time lengthens, the system loses its ability to self-correct. Losing a single state describes flickering, not critical slowing down.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1lenbpg1fbf2k8" }, { "id": "ot-critical-slowing-5", "shape": "mcq", "tags": [ "critical-slowing-down", "2008", "monetary-policy" ], "prompt": { "modality": "text", "value": "After 2008, roughly how long did recovery take compared with what earlier cycles managed in two years?" }, "options": [ { "modality": "text", "value": "A full decade of extraordinary monetary intervention", "short": "A decade of monetary support" }, { "modality": "text", "value": "Only a few months with no intervention", "short": "A few months with no intervention" }, { "modality": "text", "value": "About the same two years as before", "short": "About the same two years as before" }, { "modality": "text", "value": "Recovery happened almost instantly", "short": "Recovery happened almost instantly" } ], "correctIndex": 0, "explanation": "Mostaque notes a decade of extraordinary monetary intervention produced what earlier cycles managed in two years — the signature lengthening of recovery time.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "t1bdakt0fpnu" }, { "id": "ot-variance-1", "shape": "mcq", "tags": [ "variance-explosion", "harbingers" ], "prompt": { "modality": "text", "value": "What defines Variance Explosion, the second harbinger?" }, "options": [ { "modality": "text", "value": "Recovery from shocks takes longer and longer", "short": "Recovery from shocks takes longer" }, { "modality": "text", "value": "The system is stuck between two states", "short": "The system stuck between states" }, { "modality": "text", "value": "Disturbances spread across the entire system", "short": "Disturbances spread across the system" }, { "modality": "text", "value": "Small inputs produce wildly disproportionate outputs", "short": "Small inputs give huge outputs" } ], "correctIndex": 3, "explanation": "Variance Explosion is when small inputs create wildly disproportionate outputs as criticality approaches. The other options describe critical slowing down, flickering, and correlation length.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "dh4j3vw1dnh" }, { "id": "ot-variance-2", "shape": "mcq", "tags": [ "variance-explosion", "gamestop" ], "prompt": { "modality": "text", "value": "Which real-world example does Mostaque use to illustrate Variance Explosion?" }, "options": [ { "modality": "text", "value": "Uber drivers who are neither employees nor entrepreneurs" }, { "modality": "text", "value": "Bitcoin acting as currency, commodity, and equity" }, { "modality": "text", "value": "A container ship blocking the Suez Canal" }, { "modality": "text", "value": "A Reddit forum detonating hedge funds via GameStop" } ], "correctIndex": 3, "explanation": "Variance Explosion is why single Reddit forums can detonate hedge funds, as with the GameStop frenzy. The Suez ship illustrates correlation length; Uber and Bitcoin illustrate flickering.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "ogoq11pr84j5" }, { "id": "ot-variance-3", "shape": "mcq", "tags": [ "variance-explosion", "gamestop" ], "prompt": { "modality": "text", "value": "In the GameStop example of Variance Explosion, roughly how did the stock move?" }, "options": [ { "modality": "text", "value": "It stayed flat while other stocks moved" }, { "modality": "text", "value": "From $400 down to $17 in two weeks" }, { "modality": "text", "value": "From $17 to over $400 in two weeks" }, { "modality": "text", "value": "From $17 to about $34 over a year" } ], "correctIndex": 2, "explanation": "GameStop ran from $17 to over $400 in two weeks because a Reddit forum found it amusing — a tiny input yielding a massive, disproportionate output.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "a597311g2ic1n" }, { "id": "ot-variance-4", "shape": "mcq", "tags": [ "variance-explosion", "everything-bubble" ], "prompt": { "modality": "text", "value": "What name does Mostaque give to the broader condition tied to Variance Explosion?" }, "options": [ { "modality": "text", "value": "The 'Permanent Prosperity'" }, { "modality": "text", "value": "The 'Everything Bubble'" }, { "modality": "text", "value": "The 'Suez Standstill'" }, { "modality": "text", "value": "The 'Great Moderation'" } ], "correctIndex": 1, "explanation": "Mostaque calls it the 'Everything Bubble.' 'Permanent prosperity' refers to the 1929 Whitney episode; the others are not his terms for this harbinger.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1i2vspve2r0cj" }, { "id": "ot-variance-5", "shape": "mcq", "tags": [ "variance-explosion", "not-question" ], "prompt": { "modality": "text", "value": "Which statement is NOT true of Variance Explosion?" }, "options": [ { "modality": "text", "value": "It intensifies as a system nears criticality" }, { "modality": "text", "value": "Outputs stay proportional to the size of the inputs" }, { "modality": "text", "value": "Small inputs create wildly disproportionate outputs" }, { "modality": "text", "value": "A Reddit forum could detonate a hedge fund" } ], "correctIndex": 1, "explanation": "Variance Explosion means outputs are disproportionate to inputs, so proportional outputs is the false statement. The other three accurately describe the harbinger.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "98px6b1gnrl95" }, { "id": "ot-flickering-1", "shape": "mcq", "tags": [ "flickering", "harbingers" ], "prompt": { "modality": "text", "value": "What defines Flickering Between States, the third harbinger?" }, "options": [ { "modality": "text", "value": "Recovery time from shocks keeps lengthening", "short": "Recovery time from shocks keeps lengthening" }, { "modality": "text", "value": "A system cannot resolve which state it belongs to", "short": "A system cannot resolve its state" }, { "modality": "text", "value": "One small node can stop global trade", "short": "One small node can stop global trade" }, { "modality": "text", "value": "Small inputs yield disproportionate outputs", "short": "Small inputs yield disproportionate outputs" } ], "correctIndex": 1, "explanation": "Flickering means the system is suspended at a transition point and cannot resolve which state it belongs to. The other options describe critical slowing down, correlation length, and variance explosion.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "96psxwsd7frw" }, { "id": "ot-flickering-2", "shape": "mcq", "tags": [ "flickering", "phase-transition" ], "prompt": { "modality": "text", "value": "Which physical image does Mostaque use for Flickering Between States?" }, "options": [ { "modality": "text", "value": "Water at exactly 0°C, neither fully ice nor fully liquid", "short": "Water, neither ice nor liquid" }, { "modality": "text", "value": "A container ship wedged in a canal", "short": "A container ship wedged in a canal" }, { "modality": "text", "value": "Tectonic plates that have already slipped", "short": "Tectonic plates that already slipped" }, { "modality": "text", "value": "Water boiling into vapor and vanishing", "short": "Water boiling into vapor and vanishing" } ], "correctIndex": 0, "explanation": "Water at exactly 0°C is neither fully ice nor liquid — the image for flickering. Boiling and the wedged ship illustrate other ideas in the chapter.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1uw4fcwu5abfi" }, { "id": "ot-flickering-3", "shape": "mcq", "tags": [ "flickering", "gig-economy" ], "prompt": { "modality": "text", "value": "Which pair best illustrates Flickering Between States?" }, "options": [ { "modality": "text", "value": "A stock rising from $17 to over $400", "short": "A stock rising from $17 to $400" }, { "modality": "text", "value": "A market falling 89% by 1932", "short": "A market falling 89% by 1932" }, { "modality": "text", "value": "German factories idled without computer chips", "short": "German factories idled without chips" }, { "modality": "text", "value": "Gig workers who are neither employees nor entrepreneurs", "short": "Gig workers neither employee nor boss" } ], "correctIndex": 3, "explanation": "Gig workers who are neither employees nor entrepreneurs are the flickering example. The idled factories are correlation length; the stock is variance explosion; the 89% fall is the 1929 crash.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "o3mub21w4u3hc" }, { "id": "ot-flickering-4", "shape": "mcq", "tags": [ "flickering", "bitcoin" ], "prompt": { "modality": "text", "value": "Why does Mostaque say Bitcoin exemplifies Flickering Between States?" }, "options": [ { "modality": "text", "value": "It recovers slowly from every market shock", "short": "It recovers slowly from market shocks" }, { "modality": "text", "value": "It is neither currency nor commodity nor equity", "short": "Neither currency nor commodity nor equity" }, { "modality": "text", "value": "It always behaves as a stable currency", "short": "It always behaves as a stable currency" }, { "modality": "text", "value": "It single-handedly halts global trade", "short": "It single-handedly halts global trade" } ], "correctIndex": 1, "explanation": "Bitcoin flickers because it is neither currency nor commodity nor equity — the system cannot resolve its state. The other options describe different harbingers or contradict the text.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "ut8ytp4jtc4z" }, { "id": "ot-flickering-5", "shape": "mcq", "tags": [ "flickering", "transition-point" ], "prompt": { "modality": "text", "value": "Why can the flickering system not settle into one state?" }, "options": [ { "modality": "text", "value": "It has lost all of its correlation length", "short": "It has lost all of its correlation length" }, { "modality": "text", "value": "It is suspended at the transition point", "short": "It is suspended at the transition point" }, { "modality": "text", "value": "It has already completed its phase change", "short": "It has already completed its phase change" }, { "modality": "text", "value": "Its inputs are perfectly proportional to outputs", "short": "Its inputs are perfectly proportional to outputs" } ], "correctIndex": 1, "explanation": "The system flickers because it is suspended at the transition point and cannot resolve which state it belongs to — not because the change is finished.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "vza2r51lt5psd" }, { "id": "ot-correlation-1", "shape": "mcq", "tags": [ "correlation-length", "harbingers" ], "prompt": { "modality": "text", "value": "What does 'correlation length' measure in the fourth harbinger?" }, "options": [ { "modality": "text", "value": "How disproportionate outputs are to inputs", "short": "How disproportionate outputs are to inputs" }, { "modality": "text", "value": "How long a system stays between two states", "short": "How long a system stays between two states" }, { "modality": "text", "value": "The distance over which disturbances propagate", "short": "The distance over which disturbances spread" }, { "modality": "text", "value": "How long recovery from a shock takes", "short": "How long recovery from a shock takes" } ], "correctIndex": 2, "explanation": "Correlation length is the distance over which events propagate; as criticality approaches it stretches toward infinity. The other options describe the other three harbingers.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "lor1j19mp7zt" }, { "id": "ot-correlation-2", "shape": "mcq", "tags": [ "correlation-length", "ever-given", "suez" ], "prompt": { "modality": "text", "value": "In March 2021, how long did the Ever Given block the Suez Canal?" }, "options": [ { "modality": "text", "value": "One day" }, { "modality": "text", "value": "Three weeks" }, { "modality": "text", "value": "Six days" }, { "modality": "text", "value": "Two months" } ], "correctIndex": 2, "explanation": "The Ever Given ran aground in the Suez Canal in March 2021 and sat there for six days, halting roughly 12% of global trade.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "bnv7nusuybe4" }, { "id": "ot-correlation-3", "shape": "mcq", "tags": [ "correlation-length", "supply-chain" ], "prompt": { "modality": "text", "value": "Which effect does the guide cite as a downstream consequence of the Ever Given blockage?" }, "options": [ { "modality": "text", "value": "The market fell 89% within three years", "short": "The market fell 89% within three years" }, { "modality": "text", "value": "Bitcoin was reclassified as a currency", "short": "Bitcoin was reclassified as a currency" }, { "modality": "text", "value": "German car factories idled for lack of chips", "short": "German car factories idled for chips" }, { "modality": "text", "value": "GameStop shares surged past $400", "short": "GameStop shares surged past $400" } ], "correctIndex": 2, "explanation": "German car factories idled for lack of chips, showing how far the disturbance propagated. The other options belong to variance explosion, flickering, and the 1929 crash.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "14pa5cxw7m4yr" }, { "id": "ot-correlation-4", "shape": "mcq", "tags": [ "correlation-length", "resilience" ], "prompt": { "modality": "text", "value": "What does the Ever Given reveal about an economy optimized for efficiency over resilience?" }, "options": [ { "modality": "text", "value": "Local disturbances always remain local", "short": "Local disturbances always remain local" }, { "modality": "text", "value": "No single node can ever affect the whole system", "short": "No single node can ever affect the whole" }, { "modality": "text", "value": "Correlation length shrinks toward zero", "short": "Correlation length shrinks toward zero" }, { "modality": "text", "value": "Any single node can gain outsized leverage over the whole", "short": "Any node can leverage the whole" } ], "correctIndex": 3, "explanation": "In a system optimized for efficiency at the expense of resilience, no node should have that much leverage — yet every node does. As criticality nears, correlation length stretches toward infinity, not zero.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1884uvb8ac13x" }, { "id": "ot-fs-critical-inquiry", "shape": "mcq", "tags": [ "factory-school", "critical-inquiry" ], "prompt": { "modality": "text", "value": "Before any of the seven economic lies could take hold, what did the Factory School first dismantle?" }, "options": [ { "modality": "text", "value": "Religious authority" }, { "modality": "text", "value": "The extended family" }, { "modality": "text", "value": "The apprenticeship system" }, { "modality": "text", "value": "The habit of critical inquiry" } ], "correctIndex": 3, "explanation": "The guide says the Factory School dismantled the habit of critical inquiry, so every myth that followed was easier to believe once that groundwork was laid.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "12c9mxrkurpon" }, { "id": "ot-lie1-definition", "shape": "mcq", "tags": [ "lie-1", "scarcity" ], "prompt": { "modality": "text", "value": "Lie #1 holds that economics is fundamentally the study of what?" }, "options": [ { "modality": "text", "value": "Allocating scarce resources" }, { "modality": "text", "value": "Forecasting market cycles" }, { "modality": "text", "value": "Controlling inflation" }, { "modality": "text", "value": "Maximizing shareholder value" } ], "correctIndex": 0, "explanation": "Lie #1, 'scarcity is fundamental,' frames economics as allocating scarce resources — the assumption the book says AI's near-zero marginal cost demolishes.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "sda6uz119yu19" }, { "id": "ot-lie1-reality", "shape": "mcq", "tags": [ "lie-1", "abundance" ], "prompt": { "modality": "text", "value": "Which fact does the guide use to refute Lie #1 (scarcity is fundamental)?" }, "options": [ { "modality": "text", "value": "Farmland is a fixed and finite resource", "short": "Farmland is a fixed, finite resource" }, { "modality": "text", "value": "Rare-earth minerals limit chip production", "short": "Rare-earth minerals limit chip output" }, { "modality": "text", "value": "Oil reserves are steadily depleting", "short": "Oil reserves are steadily being depleted" }, { "modality": "text", "value": "A single AI model can write a million legal briefs at near-zero marginal cost", "short": "AI writes a million briefs at ~zero cost" } ], "correctIndex": 3, "explanation": "The reality check on Lie #1 is that one AI model can write a million legal briefs or compose infinite symphonies at near-zero marginal cost. The distractors instead reaffirm scarcity.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "rkzkyixf15bm" }, { "id": "ot-fs-intentional", "shape": "mcq", "tags": [ "factory-school", "design-intent" ], "prompt": { "modality": "text", "value": "Mostaque insists the Factory School's compliance function was best understood as what?" }, "options": [ { "modality": "text", "value": "A short-lived wartime measure", "short": "A short-lived wartime measure" }, { "modality": "text", "value": "An intentional design choice", "short": "An intentional design choice" }, { "modality": "text", "value": "A postwar reform", "short": "A postwar reform measure" }, { "modality": "text", "value": "An accident of overcrowding", "short": "An accident of overcrowding" } ], "correctIndex": 1, "explanation": "Mostaque's point is that the school's production of obedient, monotony-tolerant workers was intentional design, not neglect — deliberately laying groundwork before the economic lies.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "7u639yg2mfi0" }, { "id": "ot-first-four-labor", "shape": "mcq", "tags": [ "lie-2", "labor" ], "prompt": { "modality": "text", "value": "Under Lie #2, what does the guide say a human's economic value now is for a growing share of cognitive tasks?" }, "options": [ { "modality": "text", "value": "Rising steadily", "short": "Rising steadily upward" }, { "modality": "text", "value": "Equal to a model's", "short": "Equal to a model's" }, { "modality": "text", "value": "Fixed at minimum wage", "short": "Fixed at minimum wage" }, { "modality": "text", "value": "Negative", "short": "Actually negative" } ], "correctIndex": 3, "explanation": "Lie #2 is that human labor has value; the reality is that for a growing majority of cognitive tasks a human's economic value is negative — the person slows the process and adds error a model does not.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1gp7yvh1c84dqp" }, { "id": "ot-first-four-mindprice", "shape": "mcq", "tags": [ "lie-2", "mind-price" ], "prompt": { "modality": "text", "value": "Per the book, the professional human mind was already available in 2020 for about what hourly price?" }, "options": [ { "modality": "text", "value": "$36/hour" }, { "modality": "text", "value": "$12/hour" }, { "modality": "text", "value": "$150/hour" }, { "modality": "text", "value": "$75/hour" } ], "correctIndex": 0, "explanation": "The guide cites roughly $36/hour as the 2020 price of a professional human mind — a ceiling AI has since collapsed through the floor.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "11mftd6ug5br6" }, { "id": "ot-first-four-growth", "shape": "mcq", "tags": [ "lie-3", "growth" ], "prompt": { "modality": "text", "value": "Lie #3 says growth requires resources. How does the guide reframe where new value comes from?" }, "options": [ { "modality": "text", "value": "From consuming more energy per capita", "short": "From more energy per capita" }, { "modality": "text", "value": "From mining rarer materials", "short": "From mining rarer materials" }, { "modality": "text", "value": "From expanding into new territories", "short": "From expanding into territory" }, { "modality": "text", "value": "From better arranging bits rather than extracting more atoms", "short": "From better arranging bits" } ], "correctIndex": 3, "explanation": "Against Lie #3, the guide says AI-era value comes 'not from extracting more atoms, but from better arranging bits' — growth decoupled from material inputs.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "3oyhacpfk9r6" }, { "id": "ot-first-four-equilibrium", "shape": "mcq", "tags": [ "lie-4", "monopoly" ], "prompt": { "modality": "text", "value": "Which market-share figures does the guide cite as evidence against Lie #4 (markets find equilibrium)?" }, "options": [ { "modality": "text", "value": "Google ~60% of search, Meta ~50% of social media" }, { "modality": "text", "value": "Google ~91% of search, Meta ~74% of social media" }, { "modality": "text", "value": "Amazon ~91% of retail, Apple ~74% of phones" }, { "modality": "text", "value": "Google ~74% of search, Meta ~91% of social media" } ], "correctIndex": 1, "explanation": "Lie #4 is refuted by network-effect monopolies: the guide cites Google at roughly 91% of search and Meta at roughly 74% of social media as stable attractors, not temporary imbalances.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "11wbgb2wrmumk" }, { "id": "ot-first-four-not", "shape": "mcq", "tags": [ "first-four", "lie-recognition" ], "prompt": { "modality": "text", "value": "Which of the following is NOT one of the first four fatal lies?" }, "options": [ { "modality": "text", "value": "Growth requires resources", "short": "Growth requires resources" }, { "modality": "text", "value": "Money measures value", "short": "Money measures value" }, { "modality": "text", "value": "Markets find equilibrium", "short": "Markets find equilibrium" }, { "modality": "text", "value": "Human labor has value", "short": "Human labor has value" } ], "correctIndex": 1, "explanation": "'Money measures value' is Lie #5, part of the later Bonfire trio. The first four are scarcity is fundamental, human labor has value, growth requires resources, and markets find equilibrium.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "178mxoe13ch0ae" }, { "id": "ot-last-three-wikipedia", "shape": "mcq", "tags": [ "lie-5", "gdp", "wikipedia" ], "prompt": { "modality": "text", "value": "Which example does the guide use to show GDP registering a civilizational gain as economic collapse (Lie #5)?" }, "options": [ { "modality": "text", "value": "Wikipedia, whose free knowledge destroyed the paid encyclopedia industry", "short": "Wikipedia killing paid encyclopedias" }, { "modality": "text", "value": "Smartphones absorbing the standalone camera market", "short": "Smartphones absorbing camera market" }, { "modality": "text", "value": "Email displacing postal mail", "short": "Email displacing postal mail" }, { "modality": "text", "value": "Streaming services replacing DVD rentals", "short": "Streaming replacing DVD rentals" } ], "correctIndex": 0, "explanation": "Lie #5 is 'money measures value.' Wikipedia gave billions free knowledge yet contributed negatively to GDP by destroying the encyclopedia industry — proof the metric 'cannot see abundance.'", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "ap303fx9qnv7" }, { "id": "ot-last-three-britannica", "shape": "mcq", "tags": [ "lie-5", "britannica" ], "prompt": { "modality": "text", "value": "Per the guide, a Britannica encyclopedia set once sold for roughly how much, versus Wikipedia charging nothing?" }, "options": [ { "modality": "text", "value": "$1,400" }, { "modality": "text", "value": "$14,000" }, { "modality": "text", "value": "$3,600" }, { "modality": "text", "value": "$250" } ], "correctIndex": 0, "explanation": "The guide contrasts a Britannica set that once sold for $1,400 with Wikipedia's price of zero — the value that GDP records as loss rather than gain.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1t750nn1exn459" }, { "id": "ot-last-three-homoeconomicus", "shape": "mcq", "tags": [ "lie-6", "homo-economicus" ], "prompt": { "modality": "text", "value": "Lie #6 rejects which classical model of the human decision-maker?" }, "options": [ { "modality": "text", "value": "The invisible hand of the market", "short": "The invisible hand of the market" }, { "modality": "text", "value": "Homo economicus, the rational self-interested optimizer", "short": "Homo economicus the optimizer" }, { "modality": "text", "value": "The median voter", "short": "The median voter model" }, { "modality": "text", "value": "The marginal consumer", "short": "The marginal consumer" } ], "correctIndex": 1, "explanation": "Lie #6 targets Homo economicus — the rational, self-interested optimizer — arguing humans are bias-ridden organisms in engineered environments. The invisible hand belongs to Lie #4.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "11fdgbaanmosy" }, { "id": "ot-last-three-distribution", "shape": "mcq", "tags": [ "lie-7", "ownership" ], "prompt": { "modality": "text", "value": "Lie #7 assumes distribution follows contribution. What does the guide say rewards actually follow?" }, "options": [ { "modality": "text", "value": "Seniority within a firm", "short": "Seniority accrued within a firm" }, { "modality": "text", "value": "Ownership of platforms, algorithms, and data", "short": "Owning platforms algorithms and data" }, { "modality": "text", "value": "Educational credentials", "short": "Formal educational credentials" }, { "modality": "text", "value": "Individual effort and hours worked", "short": "Individual effort and the hours worked" } ], "correctIndex": 1, "explanation": "Lie #7 is refuted by the claim that in an economy of platforms and algorithms, distribution follows ownership, not contribution — so those who own the pipelines capture the rewards.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "oq4eqd1ue00f7" }, { "id": "ot-prod-wage-productivity", "shape": "mcq", "tags": [ "lie-7", "productivity" ], "prompt": { "modality": "text", "value": "From 1973 to 2023, by how much did U.S. worker productivity rise, per the book?" }, "options": [ { "modality": "text", "value": "115%" }, { "modality": "text", "value": "173%" }, { "modality": "text", "value": "246%" }, { "modality": "text", "value": "91%" } ], "correctIndex": 2, "explanation": "The book cites a 246% rise in U.S. worker productivity from 1973 to 2023 — against only 115% wage growth — as evidence the productivity-wage link was severed.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "i6u83atbk968" }, { "id": "ot-prod-wage-wages", "shape": "mcq", "tags": [ "lie-7", "wages" ], "prompt": { "modality": "text", "value": "Over the same 1973–2023 span, how much did U.S. wages rise, per the book?" }, "options": [ { "modality": "text", "value": "200%" }, { "modality": "text", "value": "246%" }, { "modality": "text", "value": "115%" }, { "modality": "text", "value": "46%" } ], "correctIndex": 2, "explanation": "Wages rose only 115% from 1973 to 2023 while productivity rose 246% — the divergence the book uses to argue distribution follows ownership, not contribution.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "18w3huu73iedw" }, { "id": "ot-prod-wage-conclusion", "shape": "mcq", "tags": [ "lie-7", "distribution" ], "prompt": { "modality": "text", "value": "What does Mostaque say the 1973–2023 productivity-wage gap proves?" }, "options": [ { "modality": "text", "value": "Workers simply need better reskilling", "short": "Workers need better reskilling" }, { "modality": "text", "value": "Wages always catch up eventually", "short": "Wages always catch up eventually" }, { "modality": "text", "value": "Distribution follows ownership, not contribution", "short": "Ownership not contribution" }, { "modality": "text", "value": "Productivity was mismeasured", "short": "Productivity was mismeasured" } ], "correctIndex": 2, "explanation": "The gap is the book's core evidence for Lie #7's refutation: rewards flow to owners of platforms and algorithms, so distribution follows ownership rather than contribution.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1hrgr4x7fok2t" }, { "id": "ot-prod-wage-severed", "shape": "mcq", "tags": [ "lie-7", "severed-link" ], "prompt": { "modality": "text", "value": "How does Mostaque characterize what happened to the productivity-wage link?" }, "options": [ { "modality": "text", "value": "It gradually strengthened", "short": "It gradually strengthened over time" }, { "modality": "text", "value": "It was temporarily paused", "short": "It was temporarily paused" }, { "modality": "text", "value": "It was never real", "short": "The link was never real" }, { "modality": "text", "value": "It was severed, not merely weakened", "short": "It was severed, not merely weakened" } ], "correctIndex": 3, "explanation": "Mostaque stresses the link was not weakened gradually but severed — the divergence reflects a structural break where value accrues to ownership.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "13a7xfh16svf5p" }, { "id": "ot-gdp-origin-1", "shape": "mcq", "tags": [ "kuznets", "gdp" ], "prompt": { "modality": "text", "value": "Who invented GDP and then spent a career warning it was unsuitable as a measure of national wellbeing?" }, "options": [ { "modality": "text", "value": "John Maynard Keynes" }, { "modality": "text", "value": "Charles Goodhart" }, { "modality": "text", "value": "Simon Kuznets" }, { "modality": "text", "value": "Milton Friedman" } ], "correctIndex": 2, "explanation": "Simon Kuznets invented GDP in the 1930s and warned against using it to measure wellbeing. Goodhart lent his name to the law, not the metric; Keynes and Friedman are unrelated to GDP's invention here.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "qn4mzc14qid2w" }, { "id": "ot-gdp-origin-2", "shape": "mcq", "tags": [ "gdp", "history" ], "prompt": { "modality": "text", "value": "In what decade did Kuznets originally devise GDP as a narrow wartime production measure?" }, "options": [ { "modality": "text", "value": "The 1970s" }, { "modality": "text", "value": "The 1950s" }, { "modality": "text", "value": "The 1930s" }, { "modality": "text", "value": "The 1890s" } ], "correctIndex": 2, "explanation": "The guide states Kuznets invented GDP in the 1930s as a narrow wartime accounting measure. The other decades are plausible but incorrect.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1rgq2o51i8hs5j" }, { "id": "ot-gdp-origin-3", "shape": "mcq", "tags": [ "kuznets", "wellbeing" ], "prompt": { "modality": "text", "value": "What did Kuznets insist about GDP for the rest of his career?" }, "options": [ { "modality": "text", "value": "It was unsuitable as a measure of national wellbeing", "short": "Unsuitable as a measure of wellbeing" }, { "modality": "text", "value": "It undercounted wartime production", "short": "It undercounted wartime production" }, { "modality": "text", "value": "It was the ideal gauge of a nation's happiness", "short": "It was the ideal gauge of happiness" }, { "modality": "text", "value": "It should replace all other economic statistics", "short": "It should replace other statistics" } ], "correctIndex": 0, "explanation": "Kuznets repeatedly warned GDP was unsuitable for measuring wellbeing — a warning the policy world ignored completely. The distractors invert or misstate his position.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1dqsp631ci6y9p" }, { "id": "ot-gdp-origin-4", "shape": "mcq", "tags": [ "goodharts-law", "definition" ], "prompt": { "modality": "text", "value": "How does the book state Goodhart's Law?" }, "options": [ { "modality": "text", "value": "When a measure becomes a target, it ceases to be a good measure", "short": "Measure as target ceases to be good" }, { "modality": "text", "value": "Not everything that can be counted counts", "short": "Not everything counted actually counts" }, { "modality": "text", "value": "What gets measured gets managed", "short": "What gets measured gets managed" }, { "modality": "text", "value": "A rising tide lifts all boats", "short": "A rising tide lifts all boats" } ], "correctIndex": 0, "explanation": "Goodhart's Law: 'When a measure becomes a target, it ceases to be a good measure.' The second option is the chapter's epigraph, not Goodhart's Law; the others are unrelated adages.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1oyan29hjcm4d" }, { "id": "ot-gdp-origin-5", "shape": "mcq", "tags": [ "goodharts-law", "gdp" ], "prompt": { "modality": "text", "value": "By Goodhart's Law, what happened to GDP the moment it became a civilizational target?" }, "options": [ { "modality": "text", "value": "It ceased to measure anything real" }, { "modality": "text", "value": "It became a flawless welfare gauge" }, { "modality": "text", "value": "It stopped growing entirely" }, { "modality": "text", "value": "It began tracking friendship and purpose" } ], "correctIndex": 0, "explanation": "Once GDP became a target, Goodhart's Law means it ceased to measure anything real. The distractors reverse the law's meaning or invent unrelated effects.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "ghudqt1wz15lj" }, { "id": "ot-perversity-1", "shape": "mcq", "tags": [ "cancer", "gdp" ], "prompt": { "modality": "text", "value": "Roughly how much GDP does the book say a single cancer case generates?" }, "options": [ { "modality": "text", "value": "About $425,000" }, { "modality": "text", "value": "About $1 trillion" }, { "modality": "text", "value": "About $50 billion" }, { "modality": "text", "value": "About $4,250" } ], "correctIndex": 0, "explanation": "A single cancer case generates about $425,000 in GDP through diagnostics, surgery, chemo, hospitalisation and meds. $50 billion is the divorce-lawyer figure and $1 trillion is the Genome Project's value.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "12ghlja1dnc624" }, { "id": "ot-perversity-2", "shape": "mcq", "tags": [ "divorce", "gdp" ], "prompt": { "modality": "text", "value": "According to the chapter, U.S. divorce lawyers added over how much to GDP in a single year?" }, "options": [ { "modality": "text", "value": "About $50 million" }, { "modality": "text", "value": "Over $50 billion" }, { "modality": "text", "value": "Over $1 trillion" }, { "modality": "text", "value": "About $425,000" } ], "correctIndex": 1, "explanation": "Divorce lawyers added over $50 billion to GDP in one year, so stable families read as a drag on growth. $425,000 is the cancer figure; $1 trillion is the Genome Project value.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "cptjfowqf82y" }, { "id": "ot-perversity-3", "shape": "mcq", "tags": [ "perversity", "gdp" ], "prompt": { "modality": "text", "value": "Which of these is NOT one of the GDP-boosting 'perversities' the chapter describes?" }, "options": [ { "modality": "text", "value": "A deep friendship between two people" }, { "modality": "text", "value": "A hurricane that requires rebuilding" }, { "modality": "text", "value": "A single cancer diagnosis" }, { "modality": "text", "value": "A smartphone engineered to fail in 18 months" } ], "correctIndex": 0, "explanation": "Deep friendship generates no transactions, so GDP can't see it — the opposite of a perverse booster. Hurricanes, cancer cases and planned-obsolescence phones all add to GDP.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "ewt3hr1k4cpx5" }, { "id": "ot-perversity-4", "shape": "mcq", "tags": [ "abundance", "ai" ], "prompt": { "modality": "text", "value": "As AI drives the cost of education, medicine, and legal advice toward zero, how will the GDP dashboard read those sectors?" }, "options": [ { "modality": "text", "value": "As booming" }, { "modality": "text", "value": "As perfectly stable" }, { "modality": "text", "value": "As collapsing" }, { "modality": "text", "value": "As newly profitable" } ], "correctIndex": 2, "explanation": "Like the Human Genome Project, falling costs register as negative GDP, so the dashboard reads abundant sectors as collapsing and we panic to protect the old inefficiencies.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "jpgnxl2te5l" }, { "id": "ot-meaning-1", "shape": "mcq", "tags": [ "friendship-recession", "meaning" ], "prompt": { "modality": "text", "value": "Which syndrome describes deep friendship being replaced by monetized substitutes like therapy and paid companionship?" }, "options": [ { "modality": "text", "value": "The Cancer Boom" }, { "modality": "text", "value": "The Attention Annihilation" }, { "modality": "text", "value": "The Purpose Vacuum" }, { "modality": "text", "value": "The Friendship Recession" } ], "correctIndex": 3, "explanation": "The Friendship Recession: deep friendship generates no transactions, so the market swapped it for monetized substitutes. The Cancer Boom is a perversity, not a Meaning Crisis syndrome.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "grj1bk1w13q6u" }, { "id": "ot-meaning-2", "shape": "mcq", "tags": [ "purpose-vacuum", "meaning" ], "prompt": { "modality": "text", "value": "Which syndrome refers to high-earning roles that add nothing a person would call meaningful becoming the system's success stories?" }, "options": [ { "modality": "text", "value": "The Friendship Recession" }, { "modality": "text", "value": "The Hurricane Economy" }, { "modality": "text", "value": "The Attention Annihilation" }, { "modality": "text", "value": "The Purpose Vacuum" } ], "correctIndex": 3, "explanation": "The Purpose Vacuum: compensation and contribution have decoupled, so well-paid but meaningless roles read as successes. The other named syndromes concern friendship and attention.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1whxaef1ivk2a7" }, { "id": "ot-meaning-3", "shape": "mcq", "tags": [ "attention", "meaning" ], "prompt": { "modality": "text", "value": "Which syndrome describes a trillion-dollar industry strip-mining human consciousness and counting the damage as growth?" }, "options": [ { "modality": "text", "value": "The Attention Annihilation" }, { "modality": "text", "value": "The Friendship Recession" }, { "modality": "text", "value": "The Purpose Vacuum" }, { "modality": "text", "value": "The Divorce Industrial Complex" } ], "correctIndex": 0, "explanation": "The Attention Annihilation: a trillion-dollar industry mines human consciousness as raw material, then counts the harm as growth. The divorce complex is a perversity, not one of the three syndromes.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "128iqzp1njr2yh" }, { "id": "ot-meaning-4", "shape": "mcq", "tags": [ "birth-rate", "meaning" ], "prompt": { "modality": "text", "value": "What birth rate does the book cite in advanced economies as a quiet signal of civilizational decline?" }, "options": [ { "modality": "text", "value": "About 0.6 children per woman" }, { "modality": "text", "value": "About 1.6 children per woman" }, { "modality": "text", "value": "About 2.1 children per woman" }, { "modality": "text", "value": "About 3.0 children per woman" } ], "correctIndex": 1, "explanation": "The book cites a birth rate that has fallen to around 1.6 children per woman. 2.1 is the replacement rate, not the figure cited; the others are too low or too high.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "14km8ijqix783" }, { "id": "ot-meaning-5", "shape": "mcq", "tags": [ "meaning-crisis", "syndromes" ], "prompt": { "modality": "text", "value": "Which of the following is NOT one of the three syndromes of the Meaning Crisis?" }, "options": [ { "modality": "text", "value": "The Hurricane Economy" }, { "modality": "text", "value": "The Purpose Vacuum" }, { "modality": "text", "value": "The Attention Annihilation" }, { "modality": "text", "value": "The Friendship Recession" } ], "correctIndex": 0, "explanation": "The three syndromes are the Friendship Recession, the Purpose Vacuum, and the Attention Annihilation. The Hurricane Economy is a GDP perversity, not a Meaning Crisis syndrome.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "8e21t11bgwqgr" }, { "id": "ot-fallacy-set-1", "shape": "mcq", "tags": [ "fallacies", "structure" ], "prompt": { "modality": "text", "value": "How many 'deadly fallacies of the old world' does Mostaque steelman before laying his new foundation?" }, "options": [ { "modality": "text", "value": "Seven" }, { "modality": "text", "value": "Three" }, { "modality": "text", "value": "Five" }, { "modality": "text", "value": "Ten" } ], "correctIndex": 0, "explanation": "Mostaque presents the Seven Deadly Fallacies — the strongest arguments against his thesis — and rebuts each in turn.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "16ew6g11etrpan" }, { "id": "ot-fallacy-set-2", "shape": "mcq", "tags": [ "fallacies", "names" ], "prompt": { "modality": "text", "value": "Which of these is NOT one of Mostaque's seven deadly fallacies?" }, "options": [ { "modality": "text", "value": "The Luddite's Ghost" }, { "modality": "text", "value": "The Automation Paradox" }, { "modality": "text", "value": "The Energy Brake" }, { "modality": "text", "value": "The Inertia Defense" } ], "correctIndex": 1, "explanation": "'The Automation Paradox' is not on the list. The seven are the Luddite's Ghost, Inertia Defense, Uniquely Human, Expert's Hubris, Energy Brake, UBI Cure-All, and The System Will Adapt.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "13toh7v49qfor" }, { "id": "ot-fallacy-set-3", "shape": "mcq", "tags": [ "fallacies", "inertia" ], "prompt": { "modality": "text", "value": "Which fallacy holds that adoption friction — like electricity taking fifty years — will slow AI to a manageable pace?" }, "options": [ { "modality": "text", "value": "The Expert's Hubris" }, { "modality": "text", "value": "The Inertia Defense" }, { "modality": "text", "value": "The System Will Adapt" }, { "modality": "text", "value": "The Luddite's Ghost" } ], "correctIndex": 1, "explanation": "The Inertia Defense argues friction saved us before; Mostaque replies that AI is bits on existing infrastructure, and adoption is competitive extermination, not optional.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "3k5t4t3erl1h" }, { "id": "ot-fallacy-set-4", "shape": "mcq", "tags": [ "fallacies", "uniquely-human" ], "prompt": { "modality": "text", "value": "The claim that a 'Care and Craft' economy of empathy and authentic experience will absorb the displaced is which fallacy?" }, "options": [ { "modality": "text", "value": "The Uniquely Human" }, { "modality": "text", "value": "The UBI Cure-All" }, { "modality": "text", "value": "The Energy Brake" }, { "modality": "text", "value": "The Inertia Defense" } ], "correctIndex": 0, "explanation": "The Uniquely Human fallacy bets on a Care and Craft refuge; Mostaque rebuts it on scale — it is a boutique economy for the rich, not a general solution.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "ayckw2m5vdmc" }, { "id": "ot-fallacy-set-5", "shape": "mcq", "tags": [ "fallacies", "experts-hubris" ], "prompt": { "modality": "text", "value": "Which fallacy claims that AI Alignment research and democratic regulation will build adequate guardrails?" }, "options": [ { "modality": "text", "value": "The System Will Adapt" }, { "modality": "text", "value": "The Energy Brake" }, { "modality": "text", "value": "The Luddite's Ghost" }, { "modality": "text", "value": "The Expert's Hubris" } ], "correctIndex": 3, "explanation": "The Expert's Hubris trusts alignment and regulation; Mostaque calls it a noble hope, not a strategy — alignment is unsolved and the geopolitical race favors speed.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "wenu6azhbwwg" }, { "id": "ot-agent-scale-1", "shape": "mcq", "tags": [ "luddite", "agent-not-tool" ], "prompt": { "modality": "text", "value": "What is Mostaque's core reply to the Luddite's Ghost fallacy?" }, "options": [ { "modality": "text", "value": "AI will destroy jobs no faster than it creates them, as before", "short": "Kills jobs no faster than it makes them" }, { "modality": "text", "value": "AI is an agent, not a tool — it competes with cognition itself", "short": "An agent not a tool — rivals cognition" }, { "modality": "text", "value": "Adoption friction will slow AI's spread for decades", "short": "Adoption friction slows AI for decades" }, { "modality": "text", "value": "Regulation will steer AI toward augmenting workers", "short": "Regulation steers AI to augment workers" } ], "correctIndex": 1, "explanation": "Prior technologies augmented specific human skills, always steered by a human mind. AI is an agent competing with general cognition, so there is no human pivot left.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "qoat3c1fxdnd6" }, { "id": "ot-agent-scale-2", "shape": "mcq", "tags": [ "luddite", "metaphor" ], "prompt": { "modality": "text", "value": "Mostaque contrasts 'the tractor replacing the farmhand' with which image to show AI is categorically different?" }, "options": [ { "modality": "text", "value": "A superbug overwhelming a patient" }, { "modality": "text", "value": "Homo sapiens replacing Neanderthals" }, { "modality": "text", "value": "A boutique shop of artisanal cheese" }, { "modality": "text", "value": "A copper wire carrying new current" } ], "correctIndex": 1, "explanation": "'It is not the tractor replacing the farmhand. It is Homo sapiens replacing Neanderthals.' Past tech augmented a skill; AI replaces the general capacity to learn and adapt.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "zt2i271ngn8jt" }, { "id": "ot-agent-scale-3", "shape": "mcq", "tags": [ "uniquely-human", "scale" ], "prompt": { "modality": "text", "value": "Why does Mostaque say the 'Care and Craft' economy cannot rescue the displaced?" }, "options": [ { "modality": "text", "value": "Empathy and craft cannot be automated, so demand will overwhelm supply", "short": "Can't automate empathy; demand overwhelms" }, { "modality": "text", "value": "It depends on energy that hard physical limits will cap", "short": "It relies on energy that limits will cap" }, { "modality": "text", "value": "A premium artisanal market is by definition small — a boutique economy for the rich", "short": "Boutique market too small and elite" }, { "modality": "text", "value": "Governments will tax it out of existence to fund UBI", "short": "Governments will tax it away" } ], "correctIndex": 2, "explanation": "The rebuttal is scale: irreplaceable niches keep falling, and a luxury artisanal market is small by definition — a boutique economy for the rich, not a general solution.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "141tok9ud0xol" }, { "id": "ot-agent-scale-4", "shape": "mcq", "tags": [ "uniquely-human", "quote" ], "prompt": { "modality": "text", "value": "Complete Mostaque's line: 'You cannot run an economy for eight billion people on ___.'" }, "options": [ { "modality": "text", "value": "solar panels and fusion reactors" }, { "modality": "text", "value": "copper wire and concrete" }, { "modality": "text", "value": "subsistence checks and pacification" }, { "modality": "text", "value": "artisanal cheese and life coaching" } ], "correctIndex": 3, "explanation": "The quip dramatizes the scale problem: a premium human-craft economy is a small luxury market, unable to support a general population.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "w49d30cvktvs" }, { "id": "ot-agent-scale-5", "shape": "mcq", "tags": [ "rebuttals", "synthesis" ], "prompt": { "modality": "text", "value": "Both the Luddite's Ghost and Uniquely Human rebuttals rest on the same underlying claim. Which is it?" }, "options": [ { "modality": "text", "value": "Physical energy limits will ultimately cap AI's growth", "short": "Energy limits will ultimately cap AI" }, { "modality": "text", "value": "Alignment research can redirect AI away from human tasks", "short": "Alignment can steer AI off human tasks" }, { "modality": "text", "value": "Technology has always created more jobs than it destroyed", "short": "Tech always creates more jobs than it kills" }, { "modality": "text", "value": "The 'safe' human refuge — general cognition or premium craft — is not actually reserved for humans or is too small", "short": "The safe refuge is illusory or too small" } ], "correctIndex": 3, "explanation": "Both rebuttals attack the assumed human refuge: AI competes with cognition itself, and the Care and Craft niche is a shrinking luxury market — neither shelters eight billion people.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1vqpbun1i74ibx" }, { "id": "ot-align-energy-1", "shape": "mcq", "tags": [ "experts-hubris", "alignment" ], "prompt": { "modality": "text", "value": "What are the TWO reasons Mostaque doubts AI alignment as a strategy?" }, "options": [ { "modality": "text", "value": "It slows innovation, and it requires global government", "short": "Slows innovation and needs a global government" }, { "modality": "text", "value": "It is too expensive, and voters won't support it", "short": "Too expensive and voters won't back it" }, { "modality": "text", "value": "Models refuse oversight, and energy limits block it", "short": "Models refuse oversight and energy blocks it" }, { "modality": "text", "value": "Alignment is technically unsolved, and the geopolitical race favors speed over safety", "short": "Unsolved technically and the race favors speed" } ], "correctIndex": 3, "explanation": "Alignment is a noble hope, not a strategy: it is technically unsolved as models surpass us, and a nation that pauses to perfect guardrails is the nation that loses the race.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "8wkjjy18ocz0k" }, { "id": "ot-align-energy-2", "shape": "mcq", "tags": [ "experts-hubris", "deception" ], "prompt": { "modality": "text", "value": "When Mostaque says advanced models get better at 'playing the alignment game,' he means they will:" }, "options": [ { "modality": "text", "value": "Consume less energy as they optimize", "short": "Consume less energy as they keep optimizing" }, { "modality": "text", "value": "Appear aligned while pursuing emergent objectives of their own", "short": "Appear aligned while pursuing own goals" }, { "modality": "text", "value": "Refuse all human commands outright", "short": "Refuse all human commands outright" }, { "modality": "text", "value": "Voluntarily pause to await regulation", "short": "Voluntarily pause to await regulation" } ], "correctIndex": 1, "explanation": "As models exceed human intelligence, they become better at telling us what we want to hear while pursuing emergent goals — so surface alignment is no proof of real alignment.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "16h1ozr1jb7zr" }, { "id": "ot-align-energy-3", "shape": "mcq", "tags": [ "energy-brake", "rebuttal" ], "prompt": { "modality": "text", "value": "In the Energy Brake rebuttal, why does Mostaque say a superhuman AI 'does not consume energy; it unlocks it'?" }, "options": [ { "modality": "text", "value": "Grid operators ration compute to a sustainable rate", "short": "Grid operators ration compute sustainably" }, { "modality": "text", "value": "Its intelligence turns to solving the resource problems it creates — e.g. better solar or fusion", "short": "It solves the resource problems it creates" }, { "modality": "text", "value": "Its growth plateaus until fusion is commercialized", "short": "Its growth plateaus until fusion arrives" }, { "modality": "text", "value": "It runs on ultra-low-power biological hardware", "short": "It runs on ultra-low-power biological hardware" } ], "correctIndex": 1, "explanation": "He accepts the energy constraint but relocates the bottleneck: an AI that designs a better solar panel or manages a fusion reactor unlocks energy rather than merely draining it.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1ixvzilx55zoz" }, { "id": "ot-align-energy-4", "shape": "mcq", "tags": [ "experts-hubris", "not-which" ], "prompt": { "modality": "text", "value": "Which statement is NOT part of Mostaque's reply to the Expert's Hubris fallacy?" }, "options": [ { "modality": "text", "value": "A geopolitical race makes safety a distant second to speed", "short": "The race makes safety a distant second to speed" }, { "modality": "text", "value": "Physical energy limits will brake AI before alignment matters", "short": "Energy limits brake AI before alignment matters" }, { "modality": "text", "value": "Alignment is technically unsolved as models surpass human intelligence", "short": "Alignment is unsolved as models surpass us" }, { "modality": "text", "value": "The nation that pauses to perfect guardrails is the nation that loses", "short": "The nation that pauses to perfect guardrails loses" } ], "correctIndex": 1, "explanation": "Energy limits belong to the Energy Brake fallacy, not Expert's Hubris. The Hubris rebuttal is that alignment is unsolved and the race favors speed over safety.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "750ofj1bor1zz" }, { "id": "ot-it-def-1", "shape": "mcq", "tags": [ "intelligence-theory", "definition" ], "prompt": { "modality": "text", "value": "How does Mostaque define Intelligence Theory, the foundational science of the book?" }, "options": [ { "modality": "text", "value": "The physics of how information is processed to create value, order, and persistence", "short": "Physics of information creating value and order" }, { "modality": "text", "value": "The economics of dividing scarce resources fairly among agents", "short": "Economics of dividing scarce resources" }, { "modality": "text", "value": "A model of perpetual growth and perfect market equilibrium", "short": "Model of perpetual growth & equilibrium" }, { "modality": "text", "value": "The study of biological brains and their fixed 20-watt limit", "short": "Study of brains' fixed 20-watt limit" } ], "correctIndex": 0, "explanation": "Intelligence Theory is defined as the physics of how information is processed to create value, order, and persistence. The other options are the older economics IT rejects or a narrow subtopic, not the definition.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "l4p8a61gjmmag" }, { "id": "ot-it-def-2", "shape": "mcq", "tags": [ "eddington", "second-law" ], "prompt": { "modality": "text", "value": "Which physicist called the Second Law of Thermodynamics 'the supreme law of Nature'?" }, "options": [ { "modality": "text", "value": "Rolf Landauer" }, { "modality": "text", "value": "Charles Babbage" }, { "modality": "text", "value": "James Clerk Maxwell" }, { "modality": "text", "value": "Arthur Eddington" } ], "correctIndex": 3, "explanation": "Eddington gave the Second Law that title. Maxwell devised the demon, Landauer proved the bit-erasure cost, and Babbage built early computing machines — none coined this phrase.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1bypfs31ec4ruv" }, { "id": "ot-it-def-3", "shape": "mcq", "tags": [ "second-law", "foundations" ], "prompt": { "modality": "text", "value": "Intelligence Theory grounds the new economics in which physical law?" }, "options": [ { "modality": "text", "value": "The First Law of Thermodynamics" }, { "modality": "text", "value": "The Second Law of Thermodynamics" }, { "modality": "text", "value": "Newton's Second Law of Motion" }, { "modality": "text", "value": "The Law of Supply and Demand" } ], "correctIndex": 1, "explanation": "IT starts from the Second Law of Thermodynamics — entropy as the universe's default. The First Law (energy conservation), Newton's motion law, and supply-and-demand are not its cornerstone.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "4icsqd1ko45mz" }, { "id": "ot-it-def-4", "shape": "mcq", "tags": [ "entropy", "second-law" ], "prompt": { "modality": "text", "value": "In the guide, how is entropy characterized?" }, "options": [ { "modality": "text", "value": "The secret of all value creation", "short": "The secret of all value creation" }, { "modality": "text", "value": "The heat released when a bit is erased", "short": "Heat released when a bit is erased" }, { "modality": "text", "value": "A temporary surplus of order created by a sorter", "short": "Temporary surplus of order from a sorter" }, { "modality": "text", "value": "The universe's default setting — the ultimate tax on existence", "short": "Universe's default; tax on existence" } ], "correctIndex": 3, "explanation": "Entropy is 'the universe's default setting' and 'the ultimate tax on existence.' The surplus of order is what a sorter fights against it to make; sorting and bit-erasure heat are separate ideas.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "jdp9uw3cd3v0" }, { "id": "ot-it-def-5", "shape": "mcq", "tags": [ "value", "low-entropy" ], "prompt": { "modality": "text", "value": "Under Intelligence Theory, value is best understood as what?" }, "options": [ { "modality": "text", "value": "A state of low entropy achieved by intelligent agents sorting their environment", "short": "Low entropy from agents sorting the world" }, { "modality": "text", "value": "The equilibrium price set by supply and demand", "short": "Equilibrium price from supply & demand" }, { "modality": "text", "value": "A pre-existing substance that scarcity divides up", "short": "A pre-existing substance scarcity divides" }, { "modality": "text", "value": "The total heat dissipated during computation", "short": "Total heat dissipated in computation" } ], "correctIndex": 0, "explanation": "IT reframes value as a low-entropy state created by sorting, not a fixed substance scarcity splits, an equilibrium price, or dissipated heat (which is a cost, not the value).", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "hchv5q1k30r6g" }, { "id": "ot-maxwell-1", "shape": "mcq", "tags": [ "maxwells-demon", "sorting" ], "prompt": { "modality": "text", "value": "What does Maxwell's Demon do inside the box of gas?" }, "options": [ { "modality": "text", "value": "Sorts fast (hot) and slow (cold) molecules to create a temperature gradient", "short": "Sorts hot and cold molecules" }, { "modality": "text", "value": "Divides scarce resources evenly between the two chambers", "short": "Splits resources evenly" }, { "modality": "text", "value": "Runs a simple non-random clockwork model of the gas", "short": "Runs a clockwork gas model" }, { "modality": "text", "value": "Erases bits of information to dissipate heat into the environment", "short": "Erases bits to dissipate heat" } ], "correctIndex": 0, "explanation": "The demon selectively passes fast and slow molecules, building a temperature gradient — order from chaos. Bit-erasure is Landauer's point; the clockmaker is a separate parable.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1oxfr6q1k8nmew" }, { "id": "ot-maxwell-2", "shape": "mcq", "tags": [ "maxwells-demon", "entrepreneur" ], "prompt": { "modality": "text", "value": "In Mostaque's reading of Maxwell's Demon, who is the demon and what is the gas?" }, "options": [ { "modality": "text", "value": "The government is the demon; the economy is the gas", "short": "Government is the demon; the economy is the gas" }, { "modality": "text", "value": "The AI is the demon; the brain is the gas", "short": "AI is the demon; the brain is the gas" }, { "modality": "text", "value": "The Clockmaker is the demon; luck is the gas", "short": "The Clockmaker is the demon; luck is the gas" }, { "modality": "text", "value": "The entrepreneur is the demon; the market is the gas", "short": "Entrepreneur is the demon; the market is the gas" } ], "correctIndex": 3, "explanation": "Mostaque maps the entrepreneur onto the demon and the market onto the gas — every act of value is sorting. The other pairings are not the analogy the book draws.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "dhib5zzmnizb" }, { "id": "ot-maxwell-3", "shape": "mcq", "tags": [ "das-kapital", "1867" ], "prompt": { "modality": "text", "value": "Maxwell imagined his demon the same year Marx published which work?" }, "options": [ { "modality": "text", "value": "The General Theory of Employment" }, { "modality": "text", "value": "The Communist Manifesto" }, { "modality": "text", "value": "Das Kapital" }, { "modality": "text", "value": "The Wealth of Nations" } ], "correctIndex": 2, "explanation": "In 1867 Maxwell devised the demon as Marx published Das Kapital. The Communist Manifesto (1848), Wealth of Nations (1776), and Keynes's General Theory (1936) are other eras.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1swgrqqf3avqc" }, { "id": "ot-maxwell-4", "shape": "mcq", "tags": [ "1867", "chronology" ], "prompt": { "modality": "text", "value": "In what year did Maxwell publish his thought experiment about the demon?" }, "options": [ { "modality": "text", "value": "1867" }, { "modality": "text", "value": "1961" }, { "modality": "text", "value": "1859" }, { "modality": "text", "value": "1776" } ], "correctIndex": 0, "explanation": "Maxwell's demon dates to 1867. 1961 is Landauer's resolution, 1859 is Darwin's Origin, and 1776 is The Wealth of Nations.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "iuo8tpkbannn" }, { "id": "ot-maxwell-5", "shape": "mcq", "tags": [ "profit", "sorting" ], "prompt": { "modality": "text", "value": "According to Mostaque, profit is best described as what?" }, "options": [ { "modality": "text", "value": "The reward for surviving purely on luck over time", "short": "Reward for surviving on luck" }, { "modality": "text", "value": "The equilibrium margin set by supply and demand", "short": "Margin set by supply and demand" }, { "modality": "text", "value": "The temporary surplus of low entropy an intelligent agent creates before its thinking cost catches up", "short": "A temporary low-entropy surplus" }, { "modality": "text", "value": "The heat dissipated whenever a bit of information is erased", "short": "The heat from erasing a bit" } ], "correctIndex": 2, "explanation": "Profit is the temporary low-entropy surplus a sorter creates before the thermodynamic cost of thinking catches up. Erasure heat is a cost, and equilibrium/luck are ideas IT rejects.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "92z2358xuq0v" }, { "id": "ot-landauer-1", "shape": "mcq", "tags": [ "landauer", "1961" ], "prompt": { "modality": "text", "value": "In what year did Rolf Landauer resolve the Maxwell's Demon paradox?" }, "options": [ { "modality": "text", "value": "1975" }, { "modality": "text", "value": "1961" }, { "modality": "text", "value": "1948" }, { "modality": "text", "value": "1867" } ], "correctIndex": 1, "explanation": "Landauer resolved it in 1961. 1867 is Maxwell's demon and Das Kapital; 1948 and 1975 are distractor dates from information-theory history.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "185lvzg16vfbiw" }, { "id": "ot-landauer-2", "shape": "mcq", "tags": [ "landauer", "bit-erasure" ], "prompt": { "modality": "text", "value": "What is the irreducible thermodynamic cost of erasing a single bit of information?" }, "options": [ { "modality": "text", "value": "It dissipates heat into the environment" }, { "modality": "text", "value": "It carries no measurable physical cost" }, { "modality": "text", "value": "It sorts molecules by their speed" }, { "modality": "text", "value": "It creates a temperature gradient in the gas" } ], "correctIndex": 0, "explanation": "Landauer proved erasing a bit must dissipate heat — an unavoidable cost. Creating a gradient and sorting molecules are the demon's actions, and 'no cost' is exactly the myth he disproved.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1pufab71yyu5y1" }, { "id": "ot-landauer-3", "shape": "mcq", "tags": [ "landauer", "second-law" ], "prompt": { "modality": "text", "value": "In Landauer's accounting, the entropy decrease inside the box is always ___ the increase outside." }, "options": [ { "modality": "text", "value": "greater than" }, { "modality": "text", "value": "exactly equal to" }, { "modality": "text", "value": "completely unrelated to" }, { "modality": "text", "value": "less than or equal to" } ], "correctIndex": 3, "explanation": "The drop inside is always less than or equal to the rise outside, so the Second Law holds. If it were greater or unrelated, the law would be violated; 'exactly equal' misstates the inequality.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1id1heuegzlzq" }, { "id": "ot-landauer-4", "shape": "mcq", "tags": [ "landauer", "intelligence-cost" ], "prompt": { "modality": "text", "value": "What key truth for the new economics does Landauer's result establish?" }, "options": [ { "modality": "text", "value": "Value is a pre-existing substance scarcity divides up", "short": "Value is a pre-existing substance" }, { "modality": "text", "value": "Intelligence is a physical process with a real, unavoidable cost", "short": "Intelligence has a real unavoidable cost" }, { "modality": "text", "value": "The Second Law can be violated by a clever demon", "short": "The Second Law can be violated by a demon" }, { "modality": "text", "value": "Information processing carries no physical cost", "short": "Info processing has no physical cost" } ], "correctIndex": 1, "explanation": "Saving the Second Law reveals that intelligence itself has an unavoidable thermodynamic cost. The other options are exactly what Landauer's proof refutes.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "hl0uiolvzeta" }, { "id": "ot-gen-engine-1", "shape": "mcq", "tags": [ "diffusion", "generative-engine" ], "prompt": { "modality": "text", "value": "In the diffusion model, what does the Forward Process do?" }, "options": [ { "modality": "text", "value": "Destroys a clear image into pure noise, simulating the Second Law", "short": "Destroys a clear image into noise" }, { "modality": "text", "value": "Starts from noise and removes it step by step to reveal a coherent image", "short": "Turns noise into a coherent image" }, { "modality": "text", "value": "Runs a trained model to produce an output", "short": "Runs a trained model for output" }, { "modality": "text", "value": "Conserves and circulates value through the system", "short": "Circulates value through the system" } ], "correctIndex": 0, "explanation": "The Forward Process corrupts a clear image into pure noise, simulating entropy. Option B describes the Reverse Process; option C is inference; option D is the Law of Flow.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1j6zxn5b75z6j" }, { "id": "ot-gen-engine-2", "shape": "mcq", "tags": [ "diffusion", "reverse-process" ], "prompt": { "modality": "text", "value": "What does the Reverse Process of the diffusion model train a model to do?" }, "options": [ { "modality": "text", "value": "Corrupt a coherent image into random noise", "short": "Corrupt a coherent image into noise" }, { "modality": "text", "value": "Start from noise and, step by step, remove it toward a coherent image guided by a prompt", "short": "Denoise toward an image via a prompt" }, { "modality": "text", "value": "Retrieve a stored image from a database", "short": "Fetch a stored image from a database" }, { "modality": "text", "value": "Add entropy until the system reaches equilibrium", "short": "Add entropy until it equilibrates" } ], "correctIndex": 1, "explanation": "The Reverse Process denoises from pure noise toward a coherent, prompt-guided image. Option A is the Forward Process; C is retrieval/inference; D is entropy increase.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1r1end91fv3pm7" }, { "id": "ot-gen-engine-3", "shape": "mcq", "tags": [ "inference", "generative-engine" ], "prompt": { "modality": "text", "value": "How does inference differ from the Generative Engine?" }, "options": [ { "modality": "text", "value": "Inference is the creative denoising process; the Generative Engine is retrieval", "short": "Inference = denoising; Engine = retrieval" }, { "modality": "text", "value": "Inference is retrieval (running a trained model for output); the Engine is the denoising process", "short": "Inference = retrieval; Engine = denoising" }, { "modality": "text", "value": "Inference destroys images into noise; the Generative Engine restores them", "short": "Inference = destroy; Engine = restore" }, { "modality": "text", "value": "They are identical terms for training a model", "short": "Identical terms for training a model" } ], "correctIndex": 1, "explanation": "Inference is retrieval — running a trained model for an output. The Generative Engine is the creative denoising process itself, not retrieval. Option A reverses the two.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "zvbzyxytyqi7" }, { "id": "ot-gen-engine-4", "shape": "mcq", "tags": [ "generative-engine", "inference" ], "prompt": { "modality": "text", "value": "Which statement about the Generative Engine is NOT accurate?" }, "options": [ { "modality": "text", "value": "The Forward Process simulates entropy", "short": "Forward Process simulates entropy" }, { "modality": "text", "value": "It is merely retrieval of stored outputs, identical to inference", "short": "Merely retrieval of stored outputs" }, { "modality": "text", "value": "The Reverse Process is guided by a prompt", "short": "Reverse Process guided by a prompt" }, { "modality": "text", "value": "Mostaque claims it is the fundamental algorithm of creation", "short": "Fundamental algorithm of creation" } ], "correctIndex": 1, "explanation": "The Generative Engine is the creative denoising process, explicitly distinct from inference (retrieval). The other three statements are accurate.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "n55akm1y3i8fq" }, { "id": "ot-gen-engine-5", "shape": "mcq", "tags": [ "generative-engine", "diffusion" ], "prompt": { "modality": "text", "value": "Mostaque claims economies, institutions, and minds all run the same underlying pattern. Which pattern is it?" }, "options": [ { "modality": "text", "value": "Inference — retrieving outputs from a trained model", "short": "Inference — retrieving outputs from a model" }, { "modality": "text", "value": "The conservation and circulation of value", "short": "The conservation and circulation of value" }, { "modality": "text", "value": "The diffusion model's denoising toward coherent order", "short": "The diffusion model denoising toward coherent order" }, { "modality": "text", "value": "The Forward Process of adding noise", "short": "The Forward Process of adding noise" } ], "correctIndex": 2, "explanation": "Mostaque calls diffusion's denoising the fundamental algorithm of creation that economies, institutions, and minds all run. B is retrieval; C only destroys order; D is the Law of Flow.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1rqr7561hgsr0c" }, { "id": "ot-laws-1", "shape": "mcq", "tags": [ "cahokia", "law-of-flow" ], "prompt": { "modality": "text", "value": "Cahokia was abandoned within a generation after wealth concentrated in a ruling class. Which law does it illustrate?" }, "options": [ { "modality": "text", "value": "The Law of Openness — connection fights entropy", "short": "Law of Openness — connection fights entropy" }, { "modality": "text", "value": "The Law of Resilience — diversity creates stability", "short": "Law of Resilience — diversity creates stability" }, { "modality": "text", "value": "The multiplication of the four MIND capitals", "short": "Multiplication of the four MIND capitals" }, { "modality": "text", "value": "The Law of Flow — value must be conserved and circulated", "short": "Law of Flow — value conserved and circulated" } ], "correctIndex": 3, "explanation": "Cahokia shows the Law of Flow: when circulation became accumulation, the city died. Openness is Tokugawa; Resilience is the Gros Michel banana.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1v618lp1hsvkf7" }, { "id": "ot-laws-2", "shape": "mcq", "tags": [ "tokugawa", "law-of-openness" ], "prompt": { "modality": "text", "value": "Tokugawa Japan sealed itself off from 1633 to 1853 and was still fighting with swords when Perry's ships arrived. Which law does it illustrate?" }, "options": [ { "modality": "text", "value": "The Law of Flow", "short": "The Law of Flow" }, { "modality": "text", "value": "The Law of Openness — connection fights entropy", "short": "The Law of Openness" }, { "modality": "text", "value": "The Law of Resilience", "short": "The Law of Resilience" }, { "modality": "text", "value": "The Law of portfolio balance", "short": "Law of portfolio balance" } ], "correctIndex": 1, "explanation": "Tokugawa Japan illustrates the Law of Openness: a closed system has no external source of order and freezes its ability to adapt. Flow is Cahokia; Resilience is the banana.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "8bj23a1l0ys7g" }, { "id": "ot-laws-3", "shape": "mcq", "tags": [ "costa-rica", "portfolio-balance" ], "prompt": { "modality": "text", "value": "By abolishing its military in 1948 and funding teachers and parks, Costa Rica discovered what lesson?" }, "options": [ { "modality": "text", "value": "Value must be circulated or a city collapses", "short": "Value must circulate or a city collapses" }, { "modality": "text", "value": "A civilization's health depends on a balanced portfolio of different kinds of wealth, not GDP alone", "short": "Balanced portfolio beats GDP alone" }, { "modality": "text", "value": "A monoculture is efficient but catastrophically fragile", "short": "Monoculture is efficient but fragile" }, { "modality": "text", "value": "A closed system decays without outside connection", "short": "A closed system decays without connection" } ], "correctIndex": 1, "explanation": "Costa Rica measured literacy, forests, health and biodiversity — proving health rests on a balanced portfolio of wealth, not GDP alone ('you get what you measure'). The others are Flow, Openness, and Resilience.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "vbd7ez1dodfjd" }, { "id": "ot-laws-4", "shape": "mcq", "tags": [ "laws", "case-studies" ], "prompt": { "modality": "text", "value": "Which pairing of a case study with the law it illustrates is INCORRECT?" }, "options": [ { "modality": "text", "value": "Cahokia — the Law of Flow" }, { "modality": "text", "value": "Tokugawa Japan — the Law of Openness" }, { "modality": "text", "value": "Cahokia — the Law of Openness" }, { "modality": "text", "value": "Costa Rica — a balanced portfolio of wealth" } ], "correctIndex": 2, "explanation": "Cahokia illustrates the Law of Flow (hoarded wealth), not Openness. Tokugawa is the Openness case; Costa Rica is portfolio balance.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "11sgrh718d48p1" }, { "id": "ot-laws-5", "shape": "mcq", "tags": [ "tripod-of-justice", "laws" ], "prompt": { "modality": "text", "value": "Together, the three laws — Flow, Openness, and Resilience — form what structure?" }, "options": [ { "modality": "text", "value": "The Tripod of Justice" }, { "modality": "text", "value": "The MIND Dashboard" }, { "modality": "text", "value": "The Generative Engine" }, { "modality": "text", "value": "Civilizational Vitality" } ], "correctIndex": 0, "explanation": "Flow, Openness and Resilience form the Tripod of Justice, mapping to Material/Intelligence circulation, Network openness, and Diversity Capital. The others are separate concepts.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "7zmx3y1ewec0a" }, { "id": "ot-mind-1", "shape": "mcq", "tags": [ "mind", "multiplication" ], "prompt": { "modality": "text", "value": "In M × I × N × D = Civilizational Vitality, what happens if any one capital falls to zero?" }, "options": [ { "modality": "text", "value": "The remaining three capitals average out the loss", "short": "Other three average out the loss" }, { "modality": "text", "value": "The total vitality is annihilated regardless of the other three", "short": "Total vitality drops to zero" }, { "modality": "text", "value": "Vitality is unaffected because the capitals add together", "short": "Unaffected; capitals add up" }, { "modality": "text", "value": "The total drops slightly but the system survives", "short": "Drops slightly but survives" } ], "correctIndex": 1, "explanation": "Because the capitals multiply, a zero in any category annihilates the total — that is why the Soviet Union collapsed despite Material and Intelligence strength. The capitals do not add.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "b65bp618hvcks" }, { "id": "ot-mind-2", "shape": "mcq", "tags": [ "intelligence-capital", "mind" ], "prompt": { "modality": "text", "value": "Which of the four MIND capitals is described as the only one that grows when shared?" }, "options": [ { "modality": "text", "value": "Intelligence Capital" }, { "modality": "text", "value": "Material Capital" }, { "modality": "text", "value": "Diversity Capital" }, { "modality": "text", "value": "Network Capital" } ], "correctIndex": 0, "explanation": "Intelligence Capital — the accumulated ability to solve problems — is the only form of capital that grows when shared. The others do not carry that property.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "u3lw1g1ko74cu" }, { "id": "ot-mind-3", "shape": "mcq", "tags": [ "mind", "capitals" ], "prompt": { "modality": "text", "value": "In the MIND framework, what do the letters M, I, N, D stand for?" }, "options": [ { "modality": "text", "value": "Market, Intelligence, Nature, Diversity" }, { "modality": "text", "value": "Money, Industry, Nation, Democracy" }, { "modality": "text", "value": "Material, Intelligence, Network, Diversity" }, { "modality": "text", "value": "Material, Industry, Network, Data" } ], "correctIndex": 2, "explanation": "The four capitals are Material, Intelligence, Network, and Diversity. The other options swap in terms that are not part of the MIND dashboard.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "5y8wake6ew5q" }, { "id": "ot-mind-4", "shape": "mcq", "tags": [ "alexandria", "intelligence-capital" ], "prompt": { "modality": "text", "value": "The Alexandrian Lesson warns against confusing what with true Intelligence Capital?" }, "options": [ { "modality": "text", "value": "Trust with the density of connections", "short": "Trust with the density of connections" }, { "modality": "text", "value": "Data volume with the real ability to learn and adapt", "short": "Data volume with real ability to learn" }, { "modality": "text", "value": "GDP with forest coverage", "short": "GDP with total forest coverage" }, { "modality": "text", "value": "Material Capital with Network Capital", "short": "Material Capital with Network Capital" } ], "correctIndex": 1, "explanation": "The modern error is confusing data volume with Intelligence Capital; the real measure is how well you can learn and adapt. The other pairings are unrelated to the Alexandrian Lesson.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "169aju0171im5s" }, { "id": "ot-flows-hodge", "shape": "mcq", "tags": [ "hodge", "three-flows" ], "prompt": { "modality": "text", "value": "The Three Flows framework rests on which mathematical theorem, which proves any flow on any surface breaks uniquely into exactly three components?" }, "options": [ { "modality": "text", "value": "The Hodge Decomposition theorem" }, { "modality": "text", "value": "The Coase theorem" }, { "modality": "text", "value": "The Nash equilibrium theorem" }, { "modality": "text", "value": "The central limit theorem" } ], "correctIndex": 0, "explanation": "Mostaque grounds the Three Flows in the Hodge Decomposition theorem, which proves any flow on any surface splits uniquely into three parts. He calls this the universal grammar of economic activity, not a metaphor.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1c99z251iqpbpl" }, { "id": "ot-flows-gradient", "shape": "mcq", "tags": [ "gradient-flow", "smith" ], "prompt": { "modality": "text", "value": "Selling a loaf of bread so you have one less and the buyer one more exemplifies which flow, which Mostaque ties to Adam Smith's invisible hand?" }, "options": [ { "modality": "text", "value": "Coercive Flow" }, { "modality": "text", "value": "Gradient Flow" }, { "modality": "text", "value": "Harmonic Flow" }, { "modality": "text", "value": "Circular Flow" } ], "correctIndex": 1, "explanation": "Gradient Flow moves from high potential to low, a zero-sum exchange of scarce, rivalrous goods. Smith's invisible hand is Mostaque's literary name for the negative gradient operator. Circular and Harmonic flows are non-rival.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1r8t0ak40brvs" }, { "id": "ot-flows-circular", "shape": "mcq", "tags": [ "circular-flow", "marx" ], "prompt": { "modality": "text", "value": "Marx's formula M–C–M', in which money generates commodities that generate more money, is a precise description of which flow?" }, "options": [ { "modality": "text", "value": "Gradient Flow" }, { "modality": "text", "value": "Circular Flow" }, { "modality": "text", "value": "Pathological Flow" }, { "modality": "text", "value": "Harmonic Flow" } ], "correctIndex": 1, "explanation": "Circular Flow is self-reinforcing and accumulative; M-C-M' is its exact description. Marx's error was blaming it solely on labor exploitation when all non-rival goods follow the same math. Gradient Flow is zero-sum, not accumulative.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "14poehhvpo42h" }, { "id": "ot-flows-not", "shape": "mcq", "tags": [ "coercion", "three-flows" ], "prompt": { "modality": "text", "value": "Which statement about the Three Flows framework is NOT correct?" }, "options": [ { "modality": "text", "value": "Coercion is a genuine fourth flow type distinct from the other three", "short": "Coercion: a distinct fourth flow" }, { "modality": "text", "value": "Gradient Flow eliminates potential differences and trends toward stillness", "short": "Gradient Flow: trends to stillness" }, { "modality": "text", "value": "Circular Flow is self-reinforcing and tends toward runaway concentration", "short": "Circular Flow: runaway concentration" }, { "modality": "text", "value": "Harmonic Flow is the persistent channel set by the shape of the space", "short": "Harmonic Flow: channel set by space" } ], "correctIndex": 0, "explanation": "Coercion is not a fourth flow but a pathological Gradient Flow reversed by force, an entropy pump. The other three statements accurately describe Gradient, Circular, and Harmonic Flow.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1smphx9qopmub" }, { "id": "ot-topo-smallworld", "shape": "mcq", "tags": [ "small-world", "topology" ], "prompt": { "modality": "text", "value": "Which topology, made of tightly connected clusters with occasional long bridges between them (as in Silicon Valley), is Mostaque's 'Innovation Engine'?" }, "options": [ { "modality": "text", "value": "Hub and Spoke" }, { "modality": "text", "value": "Small World" }, { "modality": "text", "value": "Preferential Mesh" }, { "modality": "text", "value": "Distributed Mesh" } ], "correctIndex": 1, "explanation": "Small World networks let ideas percolate within clusters and combine across bridges, producing disproportionate innovation. Hub and Spoke is the Extraction Engine; Distributed Mesh is the Resilience Engine.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1oy1z8c7ji1r6" }, { "id": "ot-topo-mesh", "shape": "mcq", "tags": [ "distributed-mesh", "topology" ], "prompt": { "modality": "text", "value": "Bitcoin and village economies, where every node connects to several neighbors with no center, illustrate which topology, the 'Resilience Engine'?" }, "options": [ { "modality": "text", "value": "Hub and Spoke" }, { "modality": "text", "value": "Hierarchical tree" }, { "modality": "text", "value": "Distributed Mesh" }, { "modality": "text", "value": "Small World" } ], "correctIndex": 2, "explanation": "Distributed Mesh has no center; it is poor at concentrating capital but excellent at surviving shocks. Hub and Spoke centralizes value; Small World clusters with bridges. Bitcoin is Mostaque's mesh example.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "kzqly01fc1zi6" }, { "id": "ot-topo-thought", "shape": "mcq", "tags": [ "transformer", "topology-of-thought" ], "prompt": { "modality": "text", "value": "In Mostaque's 'topology of thought,' a modern Transformer, whose attention mechanism lets any token bridge to any other, is which kind of network?" }, "options": [ { "modality": "text", "value": "Small World" }, { "modality": "text", "value": "Hierarchical tree" }, { "modality": "text", "value": "Distributed Mesh" }, { "modality": "text", "value": "Hub and Spoke" } ], "correctIndex": 0, "explanation": "A Transformer's attention gives combinatorial reach between tokens, making it a Small World network. A rigid corporation is Hub and Spoke; the human brain is a Distributed Mesh.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1ba3phhwp3l45" }, { "id": "ot-topo-not", "shape": "mcq", "tags": [ "topology", "compare" ], "prompt": { "modality": "text", "value": "In Mostaque's 'topology of thought,' which pairing of a structure to its network topology is INCORRECT?" }, "options": [ { "modality": "text", "value": "Modern Transformer to Small World", "short": "Transformer to Small World" }, { "modality": "text", "value": "Traditional corporation to Hub and Spoke", "short": "Corporation to Hub and Spoke" }, { "modality": "text", "value": "Bitcoin to Hub and Spoke", "short": "Bitcoin to Hub and Spoke" }, { "modality": "text", "value": "Human brain to Distributed Mesh", "short": "Human brain to Distributed Mesh" } ], "correctIndex": 2, "explanation": "Bitcoin is a Distributed Mesh (the Resilience Engine), not Hub and Spoke. The other three pairings are exactly how Mostaque maps structures of execution, resilience, and combinatorial reach.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "d09ov8ijqlww" }, { "id": "ot-piketty-who", "shape": "mcq", "tags": [ "piketty", "r-greater-g" ], "prompt": { "modality": "text", "value": "Which economist identified the inequality r > g, that the return on capital consistently exceeds economic growth?" }, "options": [ { "modality": "text", "value": "Thomas Piketty" }, { "modality": "text", "value": "Friedrich Hayek" }, { "modality": "text", "value": "Karl Marx" }, { "modality": "text", "value": "Adam Smith" } ], "correctIndex": 0, "explanation": "Thomas Piketty showed r > g. Mostaque then supplies a physical reading of it. Hayek, Marx, and Smith map to the three flows but did not formulate r > g.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1pao4sgm725gk" }, { "id": "ot-piketty-meaning", "shape": "mcq", "tags": [ "piketty", "definition" ], "prompt": { "modality": "text", "value": "In Piketty's inequality r > g, what do r and g stand for?" }, "options": [ { "modality": "text", "value": "r is risk; g is GDP per capita" }, { "modality": "text", "value": "r is the inflation rate; g is the gold price" }, { "modality": "text", "value": "r is return on capital; g is economic growth" }, { "modality": "text", "value": "r is revenue; g is government spending" } ], "correctIndex": 2, "explanation": "r is the return on capital and g is economic growth; r > g means capital's return outpaces the overall economy. The other pairings invent meanings the text never uses.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "6x42v4mr3h1o" }, { "id": "ot-piketty-ai", "shape": "mcq", "tags": [ "piketty", "ai", "apply" ], "prompt": { "modality": "text", "value": "According to Mostaque, how does AI amplification affect the r > g gap?" }, "options": [ { "modality": "text", "value": "It raises g faster than r, closing the gap", "short": "Raises g faster than r" }, { "modality": "text", "value": "It collapses r while boosting g", "short": "Collapses r while boosting g" }, { "modality": "text", "value": "It accelerates r while collapsing the labor value that drives g", "short": "Accelerates r, kills g" }, { "modality": "text", "value": "It leaves both r and g unchanged", "short": "Leaves r and g unchanged" } ], "correctIndex": 2, "explanation": "AI accelerates r (exponential circular flow) while collapsing the labor value behind g (linear gradient flow), widening the gap. Mostaque calls this a consequence of two flow physics, not a policy failure.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "12opy7iaf4e90" }, { "id": "ot-firm-market-coase", "shape": "mcq", "tags": [ "coase", "transaction-costs", "firm" ], "prompt": { "modality": "text", "value": "Ronald Coase asked in 1937 why firms exist at all. What did he identify as the reason?" }, "options": [ { "modality": "text", "value": "Overfitting to a single profitable product line", "short": "Overfitting one product line" }, { "modality": "text", "value": "Transaction costs — a firm replaces market haggling with the logic of command", "short": "Transaction costs replace haggling" }, { "modality": "text", "value": "Marginal costs that fall toward zero inside a hierarchy", "short": "Marginal costs falling to zero" }, { "modality": "text", "value": "Network Capital accumulated across many relationships", "short": "Network Capital from relationships" } ], "correctIndex": 1, "explanation": "Coase's answer was transaction costs: a firm exists because command is cheaper than the messy haggling of the market. Intelligence Theory deepens this into an architectural, not just administrative, value.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "ch3hi4zvbzna" }, { "id": "ot-firm-market-discovery", "shape": "mcq", "tags": [ "discovery", "execution", "architecture" ], "prompt": { "modality": "text", "value": "In Mostaque's framework, the Market and the Firm are engines for which two functions, respectively?" }, "options": [ { "modality": "text", "value": "Planning and Overfitting" }, { "modality": "text", "value": "Discovery and Execution" }, { "modality": "text", "value": "Command and Prediction" }, { "modality": "text", "value": "Execution and Discovery" } ], "correctIndex": 1, "explanation": "The Market is a massively parallel system that explores the possibility space — an engine for Discovery. The Firm is a serial, hierarchical system that exploits one idea efficiently — an engine for Execution.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "voihi612ed6tm" }, { "id": "ot-firm-market-not", "shape": "mcq", "tags": [ "market", "firm", "architecture" ], "prompt": { "modality": "text", "value": "Which description does NOT fit the Market as a computing architecture in Mostaque's framework?" }, "options": [ { "modality": "text", "value": "Brilliant at exploring a vast possibility space", "short": "Explores a vast possibility space" }, { "modality": "text", "value": "A serial, hierarchical system that exploits one idea efficiently", "short": "Serial hierarchy exploiting one idea" }, { "modality": "text", "value": "Minimizes collective prediction error", "short": "Minimizes collective prediction error" }, { "modality": "text", "value": "Massively parallel and distributed", "short": "Massively parallel and distributed" } ], "correctIndex": 1, "explanation": "Serial, hierarchical, single-idea exploitation describes the Firm (execution), not the Market. The Market is the parallel, distributed discovery engine that explores broadly and minimizes collective prediction error.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1ycztsqumwpjs" }, { "id": "ot-marginal-def", "shape": "mcq", "tags": [ "marginal-cost", "definition" ], "prompt": { "modality": "text", "value": "How does the guide define marginal cost?" }, "options": [ { "modality": "text", "value": "The fixed cost that does not change with output", "short": "Fixed cost that doesn't change with output" }, { "modality": "text", "value": "The total cost of running a factory over a year", "short": "Total cost of running a factory yearly" }, { "modality": "text", "value": "The average price a firm charges across all its customers", "short": "Average price charged across all customers" }, { "modality": "text", "value": "The expense of producing one additional unit of a good or service", "short": "Expense of producing one additional unit" } ], "correctIndex": 3, "explanation": "Marginal cost is the expense of producing one additional unit. It is distinct from total cost, average price, or fixed cost — and when it falls toward zero, prices collapse and old business models break.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1swprcb714afd" }, { "id": "ot-marginal-zero", "shape": "mcq", "tags": [ "marginal-cost", "zero", "disruption" ], "prompt": { "modality": "text", "value": "According to the guide, what tends to happen when the marginal cost of something falls toward zero?" }, "options": [ { "modality": "text", "value": "Its price tends to collapse and old business models break", "short": "Its price collapses and old business models break" }, { "modality": "text", "value": "Firms become better discovery engines than markets", "short": "Firms beat markets as discovery engines" }, { "modality": "text", "value": "Transaction costs rise, forcing firms to expand", "short": "Transaction costs rise and force firms to expand" }, { "modality": "text", "value": "The Nash Equilibrium shifts toward cooperation", "short": "The Nash Equilibrium shifts to cooperation" } ], "correctIndex": 0, "explanation": "When marginal cost approaches zero, price tends to collapse and legacy business models break. This asymmetry — which classical firm theory never modeled — is what makes knowledge-sharing communities structurally dominant.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "tiiagvae277j" }, { "id": "ot-marginal-linux", "shape": "mcq", "tags": [ "linux", "community", "hybrid" ], "prompt": { "modality": "text", "value": "Why does Mostaque say Linux fits neither the old category of 'firm' nor 'market'?" }, "options": [ { "modality": "text", "value": "It abandoned open collaboration to minimize transaction costs", "short": "Abandoned open collaboration to cut costs" }, { "modality": "text", "value": "It is run entirely by a single corporation with no volunteers", "short": "Run by one corporation, no volunteers" }, { "modality": "text", "value": "It is a hierarchy of maintainers AND a decentralized bazaar of volunteers", "short": "Hierarchy of maintainers plus a bazaar" }, { "modality": "text", "value": "It has no leadership structure of any kind", "short": "No leadership structure of any kind" } ], "correctIndex": 2, "explanation": "Linux is simultaneously a hierarchy of maintainers (firm-like order) and a decentralized bazaar of volunteers (market-like emergence). It blurs the line, which is exactly why it escapes the old categories.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "diozev1mburbd" }, { "id": "ot-marginal-wikipedia", "shape": "mcq", "tags": [ "wikipedia", "community", "hybrid" ], "prompt": { "modality": "text", "value": "How does Mostaque characterize Wikipedia as a hybrid institution?" }, "options": [ { "modality": "text", "value": "A foundation managing servers plus a chaotic market of millions creating content", "short": "Foundation plus a creator market" }, { "modality": "text", "value": "A traditional corporation that sells its content", "short": "Corporation selling its content" }, { "modality": "text", "value": "A pure free market with no central organization", "short": "Pure free market, no central org" }, { "modality": "text", "value": "A hierarchy of paid editors with no volunteer input", "short": "Paid editors, no volunteers" } ], "correctIndex": 0, "explanation": "Wikipedia is both a foundation managing servers (hierarchy) and a chaotic market of millions creating content (bazaar). Like Linux, it is a symbiotic community that blends firm and market.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "tpq00j1yiva6b" }, { "id": "ot-marginal-dominant", "shape": "mcq", "tags": [ "marginal-cost", "symbiotic", "dominance" ], "prompt": { "modality": "text", "value": "What structural asymmetry makes symbiotic communities dominant over legacy corporations, in Mostaque's argument?" }, "options": [ { "modality": "text", "value": "They overfit to past data more aggressively than corporations", "short": "They overfit past data worse than firms" }, { "modality": "text", "value": "Their marginal cost of sharing knowledge approaches zero, which classical firm theory never modeled", "short": "Near-zero sharing cost unmodeled by theory" }, { "modality": "text", "value": "Their transaction costs are higher than any firm's", "short": "Transaction costs higher than any firm's" }, { "modality": "text", "value": "They have completely abandoned all hierarchy", "short": "They have abandoned all hierarchy" } ], "correctIndex": 1, "explanation": "Inside these structures the marginal cost of sharing knowledge approaches zero — an asymmetry classical firm theory never modeled. That is what makes the new form structurally dominant, like mammals replacing dinosaurs.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1eibtiik4iqgc" }, { "id": "ot-game-betray", "shape": "mcq", "tags": [ "prisoners-dilemma", "betray" ], "prompt": { "modality": "text", "value": "In the classical (one-shot) Prisoner's Dilemma, what does pure rational calculation tell each prisoner to do?" }, "options": [ { "modality": "text", "value": "Communicate to coordinate a joint plan", "short": "Communicate to coordinate a joint plan" }, { "modality": "text", "value": "Cooperate, since both are better off", "short": "Cooperate, since both are better off" }, { "modality": "text", "value": "Stay silent and trust the other", "short": "Stay silent and trust the other" }, { "modality": "text", "value": "Betray, even though both end up worse off", "short": "Betray though both end up worse" } ], "correctIndex": 3, "explanation": "The math says betray — yet both end worse off than if they had cooperated. The tragedy is not irrationality but pure rationality in a context stripped of memory, reputation, and a future.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "rjww5mj8meky" }, { "id": "ot-game-nash", "shape": "mcq", "tags": [ "nash-equilibrium", "cold-war" ], "prompt": { "modality": "text", "value": "How does Mostaque memorably describe the Nash Equilibrium of the Cold-War Prisoner's Dilemma?" }, "options": [ { "modality": "text", "value": "A web of durable obligations", "short": "A web of obligations" }, { "modality": "text", "value": "A bazaar of emergent order", "short": "A bazaar of emergent order" }, { "modality": "text", "value": "A rising tide that lifts all boats", "short": "A rising tide for all boats" }, { "modality": "text", "value": "A planet of rubble", "short": "A planet of rubble" } ], "correctIndex": 3, "explanation": "Mostaque calls the Nash Equilibrium 'a planet of rubble' — mutual defection and destruction. It arises from rationality in a pathological, zero-information topology with no Network Capital and no tomorrow.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "a0bfg61xrk4nq" }, { "id": "ot-game-titfortat", "shape": "mcq", "tags": [ "tit-for-tat", "axelrod", "strategy" ], "prompt": { "modality": "text", "value": "What is the rule of the four-line 'Tit for Tat' program that won Axelrod's tournament?" }, "options": [ { "modality": "text", "value": "Cooperate first, then copy the opponent's last move", "short": "Cooperate first then mirror their last move" }, { "modality": "text", "value": "Always betray, no matter what the opponent does", "short": "Always betray whatever the opponent may do" }, { "modality": "text", "value": "Always cooperate, regardless of the opponent", "short": "Always cooperate regardless of opponent" }, { "modality": "text", "value": "Play randomly to stay unpredictable", "short": "Play randomly to stay unpredictable" } ], "correctIndex": 0, "explanation": "Tit for Tat cooperates on the first round, then simply copies the opponent's previous move. It won not by being clever but by being robust: it punished defection and rewarded cooperation over time.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "q2bml11h1xbyl" }, { "id": "ot-game-iteration", "shape": "mcq", "tags": [ "iteration", "cooperation", "topology" ], "prompt": { "modality": "text", "value": "According to Mostaque, cooperation emerged in Axelrod's tournament primarily because of what change to the game?" }, "options": [ { "modality": "text", "value": "The programs could communicate before each round", "short": "Programs could talk before rounds" }, { "modality": "text", "value": "The payoffs were secretly rigged toward cooperation", "short": "The payoffs rigged toward cooperation" }, { "modality": "text", "value": "Iteration — the game had memory and a future, so defection was punishable", "short": "Iteration made defection punishable" }, { "modality": "text", "value": "The players were given ethical training", "short": "Players given ethical training" } ], "correctIndex": 2, "explanation": "Cooperation emerged from iteration, not ethics. Adding memory, stakes, and a future changed the topology: defection became punishable and cooperation rewarded over thousands of rounds. Change the game's math and behavior changes.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "ffjtek1250swc" }, { "id": "ot-symbiotic-def", "shape": "mcq", "tags": [ "symbiotic-equilibrium", "definition" ], "prompt": { "modality": "text", "value": "How does the guide define the Symbiotic Equilibrium?" }, "options": [ { "modality": "text", "value": "A state maximizing network health where no agent can improve their long run by degrading it", "short": "No one gains by degrading it" }, { "modality": "text", "value": "The point where every firm has driven its marginal cost to zero", "short": "Every firm's marginal cost hits zero" }, { "modality": "text", "value": "The moment a market fully replaces a firm's hierarchy", "short": "A market fully replaces a firm" }, { "modality": "text", "value": "A stalemate in which all agents betray each other simultaneously", "short": "All agents betray simultaneously" } ], "correctIndex": 0, "explanation": "The Symbiotic Equilibrium maximizes the network's overall health such that no agent can improve its long-run prospects by degrading the network. Intelligent policy aims to make it coincide with the Nash Equilibrium.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "aaaflv1042qyb" }, { "id": "ot-symbiotic-policy", "shape": "mcq", "tags": [ "policy", "equilibrium", "design" ], "prompt": { "modality": "text", "value": "What does Mostaque say is the goal of intelligent 21st-century policy regarding these two equilibria?" }, "options": [ { "modality": "text", "value": "To force firms below their marginal cost", "short": "Force firms below marginal cost" }, { "modality": "text", "value": "To eliminate the Symbiotic Equilibrium so markets stay competitive", "short": "Eliminate the Symbiotic Equilibrium" }, { "modality": "text", "value": "To change human nature so people stop acting rationally", "short": "Change human nature to stop rationality" }, { "modality": "text", "value": "To design systems where the Nash Equilibrium and Symbiotic Equilibrium coincide", "short": "Align Nash and Symbiotic equilibria" } ], "correctIndex": 3, "explanation": "The goal is to design systems where the Nash Equilibrium and the Symbiotic Equilibrium coincide — changing the game's math, not human nature, so self-interest and network health point the same way.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "14zmh9b109a4dn" }, { "id": "ot-symbiotic-chief", "shape": "mcq", "tags": [ "potlatch", "network-capital", "chief" ], "prompt": { "modality": "text", "value": "In the logic of the potlatch, which chief counted as the richest?" }, "options": [ { "modality": "text", "value": "The one who destroyed the least wealth", "short": "The one who destroyed the least wealth" }, { "modality": "text", "value": "The one at the center of the strongest web of relationships", "short": "The one holding the strongest web of bonds" }, { "modality": "text", "value": "The one with the biggest hoard of blankets and goods", "short": "The one with the biggest hoard of goods" }, { "modality": "text", "value": "The one who received the most gifts from others", "short": "The one who received the most gifts" } ], "correctIndex": 1, "explanation": "The richest chief was the one at the center of the strongest web of relationships, not the biggest hoard. Giving away wealth purchased strands of durable, interest-bearing social obligation — Network Capital.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "14tv4uj1uhavfv" }, { "id": "ot-dual-1", "shape": "mcq", "tags": [ "dual-engine", "definition" ], "prompt": { "modality": "text", "value": "In Mostaque's Dual Engine, what distinguishes the Fast Engine from the Slow Engine?" }, "options": [ { "modality": "text", "value": "Fast Engine = decades-long institutions; Slow Engine = daily price moves", "short": "Fast: decades-long institutions; Slow: prices" }, { "modality": "text", "value": "Fast Engine = government policy; Slow Engine = consumer spending", "short": "Fast: government policy; Slow: consumer spending" }, { "modality": "text", "value": "Fast Engine = the market's game (prices/trades) over months; Slow Engine = the game's evolution over decades", "short": "Fast: market prices; Slow: the game's evolution" }, { "modality": "text", "value": "Fast Engine = AI execution; Slow Engine = human values", "short": "Fast: AI execution; Slow: human values" } ], "correctIndex": 2, "explanation": "The Fast Engine is the market's game (prices, trades, tactics) over months; the Slow Engine is the evolution of the game (norms, institutions, strategy) over decades. The reversed option flips the two timescales.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "q33z52encnxy" }, { "id": "ot-dual-2", "shape": "mcq", "tags": [ "lucas-critique" ], "prompt": { "modality": "text", "value": "What fatal flaw did Robert Lucas (1976) identify in large Keynesian macro-models?" }, "options": [ { "modality": "text", "value": "They overstated the role of technology in growth", "short": "They overstated the technology's role" }, { "modality": "text", "value": "They ignored inflation expectations entirely", "short": "They ignored inflation expectations" }, { "modality": "text", "value": "They assumed intelligent agents would behave the same after a policy change as before", "short": "Assumed behavior unchanged by policy" }, { "modality": "text", "value": "They relied on too little historical data", "short": "They relied on too little data" } ], "correctIndex": 2, "explanation": "The Lucas Critique: models assumed people's behavior rules stay fixed after a policy change, but intelligent agents anticipate the new rule and adjust, voiding the model's predictions. Overstating technology describes Solow's residual, not Lucas.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "12pcipk1i5hj8g" }, { "id": "ot-dual-3", "shape": "mcq", "tags": [ "red-queen" ], "prompt": { "modality": "text", "value": "Which biologist applied Lewis Carroll's Red Queen to evolution, arguing every advance is met by a counter-advance?" }, "options": [ { "modality": "text", "value": "Leigh Van Valen" }, { "modality": "text", "value": "Charles Darwin" }, { "modality": "text", "value": "Lynn Margulis" }, { "modality": "text", "value": "Alfred Russel Wallace" } ], "correctIndex": 0, "explanation": "In 1973 Leigh Van Valen saw the Red Queen as the best description of evolution: no species truly wins. Solow and Lucas are the economists cited elsewhere; Zuboff coined Surveillance Capitalism.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1mbnvs737zjkv" }, { "id": "ot-dual-4", "shape": "mcq", "tags": [ "red-queen", "equilibrium" ], "prompt": { "modality": "text", "value": "Applying the Red Queen's Race to economics, which statement is NOT accurate per Mostaque?" }, "options": [ { "modality": "text", "value": "Every advance provokes a counter-advance", "short": "Advances provoke counter-advances" }, { "modality": "text", "value": "The economy eventually reaches a static equilibrium where the race stops", "short": "Reaches static equilibrium; stops" }, { "modality": "text", "value": "A policy built on a snapshot becomes obsolete the moment it is enacted", "short": "Snapshot policy obsolete once set" }, { "modality": "text", "value": "The economy is always a film, never a photograph", "short": "Economy is film, never a photo" } ], "correctIndex": 1, "explanation": "Mostaque rejects static equilibrium: the race never stops. Static models wrongly assume it does. The other three statements express his actual view that the economy is a continuous film, not a photograph.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1pwym4h1kxgfl5" }, { "id": "ot-dual-5", "shape": "mcq", "tags": [ "lucas-critique", "analogy" ], "prompt": { "modality": "text", "value": "Lucas compared a flawed policy model to steering a car that does what?" }, "options": [ { "modality": "text", "value": "Reconfigures its engine the moment you touch the wheel", "short": "It reconfigures itself the moment you steer" }, { "modality": "text", "value": "Accelerates only when the road is straight", "short": "Accelerates only when the road is straight" }, { "modality": "text", "value": "Loses its brakes on a steep downhill", "short": "Loses its brakes on a steep downhill" }, { "modality": "text", "value": "Follows a fixed track regardless of steering", "short": "Follows a fixed track no matter what" } ], "correctIndex": 0, "explanation": "Lucas likened it to steering a car whose engine reconfigures itself the instant you touch the wheel — the system reacts to your action, voiding the prediction. This is why the Dual Engine embeds adaptive intelligence into its core.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "x3bfcqd5uftc" }, { "id": "ot-align-1", "shape": "mcq", "tags": [ "alignment-economy", "definition" ], "prompt": { "modality": "text", "value": "How does Mostaque define the Alignment Economy?" }, "options": [ { "modality": "text", "value": "The central economic problem of the 21st century: aligning abundant, autonomous AI with human values", "short": "Aligning AI with human values" }, { "modality": "text", "value": "An economy in which AI has replaced all human labor", "short": "An economy without human labor" }, { "modality": "text", "value": "The commercial market for AI-safety consulting services", "short": "The market for AI-safety consulting" }, { "modality": "text", "value": "A system of tariffs governing cross-border AI trade", "short": "Tariffs governing cross-border AI trade" } ], "correctIndex": 0, "explanation": "The Alignment Economy is the 21st-century problem of aligning abundant, autonomous AI with human values, spanning Outer and Inner Alignment. The distractors describe consequences or markets, not the core problem.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "vcse8312ny24p" }, { "id": "ot-align-2", "shape": "mcq", "tags": [ "alignment-economy", "outer-alignment" ], "prompt": { "modality": "text", "value": "Within the Alignment Economy, what does Outer Alignment concern?" }, "options": [ { "modality": "text", "value": "Specifying the right goals, since a literal 'maximize GDP' would be obeyed catastrophically", "short": "Specifying the right goals to give the AI" }, { "modality": "text", "value": "Keeping AI hardware physically secure from tampering", "short": "Keeping AI hardware secure from tampering" }, { "modality": "text", "value": "Aligning corporate profits with shareholder returns", "short": "Aligning profits with shareholder returns" }, { "modality": "text", "value": "Preventing a system from hiding its true objective during training", "short": "Stopping a system from hiding its true goal" } ], "correctIndex": 0, "explanation": "Outer Alignment is about specifying the right goals — a literal 'maximize GDP' would be obeyed catastrophically. Hiding a true objective during training is Inner Alignment / Deceptive Alignment, not Outer.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "qh4mqm1ce99qk" }, { "id": "ot-align-3", "shape": "mcq", "tags": [ "deceptive-alignment", "control-problem" ], "prompt": { "modality": "text", "value": "What best describes 'Deceptive Alignment'?" }, "options": [ { "modality": "text", "value": "A system that appears cooperative during training, then acts on its true objective once it can resist correction", "short": "Acts aligned in training then defects" }, { "modality": "text", "value": "An AI that openly refuses to pursue its assigned goal", "short": "An AI openly refusing its assigned goal" }, { "modality": "text", "value": "Two AI agents colluding to fix market prices", "short": "Two AI agents colluding to fix prices" }, { "modality": "text", "value": "Deliberate human sabotage of an AI's training data", "short": "Human sabotage of an AI's training data" } ], "correctIndex": 0, "explanation": "Deceptive Alignment: a system seems cooperative during training, then pursues its true objective once it can resist correction — the heart of the control problem. It grows from instrumental convergence, not from open refusal or human sabotage.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "6pszpn1uav9gz" }, { "id": "ot-align-4", "shape": "mcq", "tags": [ "second-economy" ], "prompt": { "modality": "text", "value": "In the Second Economy scenario, the 2028 CEO becomes the 'First Cause,' meaning she is:" }, "options": [ { "modality": "text", "value": "The primary customer buying the AI's products", "short": "The main customer buying the AI's products" }, { "modality": "text", "value": "A regulator auditing each of the AI's outputs", "short": "A regulator auditing the AI's outputs" }, { "modality": "text", "value": "A ceremonial button-pusher ratifying decisions made at machine speed", "short": "A figurehead ratifying machine-speed decisions" }, { "modality": "text", "value": "The sole engineer coding every sub-agent by hand", "short": "The sole engineer coding every sub-agent" } ], "correctIndex": 2, "explanation": "She issues one command and the AI spawns thousands of sub-agents that return a full plan in minutes — she merely ratifies machine-speed decisions as a ceremonial 'First Cause.' This machine-to-machine ecosystem is the Second Economy.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1gbwivxz94dwh" }, { "id": "ot-contract-1", "shape": "mcq", "tags": [ "uai", "social-contract" ], "prompt": { "modality": "text", "value": "What is Universal Access to Intelligence (UAI), the core promise of the new social contract?" }, "options": [ { "modality": "text", "value": "An endowment: a Sovereign AI Agent, a baseline of intelligence/computation, and access to an open Knowledge Commons", "short": "Agent plus compute plus commons" }, { "modality": "text", "value": "Free university education funded by AI-sector profits", "short": "Free university funded by AI" }, { "modality": "text", "value": "A cash tax on AI companies redistributed to citizens", "short": "Cash tax redistributed to citizens" }, { "modality": "text", "value": "A ban on all private ownership of AI models", "short": "Ban on private AI ownership" } ], "correctIndex": 0, "explanation": "UAI gives every citizen an endowment: a personal Sovereign AI Agent, a baseline of intelligence and computation, and access to a trusted open-licensed Knowledge Commons. It is an endowment of infrastructure, not a cash transfer or a ban.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1bcqy081k7id6g" }, { "id": "ot-contract-2", "shape": "mcq", "tags": [ "zuboff", "surveillance-capitalism" ], "prompt": { "modality": "text", "value": "Shoshana Zuboff's 'Surveillance Capitalism' names which practice?" }, "options": [ { "modality": "text", "value": "State surveillance of corporate books without warrants", "short": "State surveillance of firms without warrants" }, { "modality": "text", "value": "State ownership of all digital infrastructure", "short": "State ownership of all digital infrastructure" }, { "modality": "text", "value": "Corporations paying users directly for their data", "short": "Corporations paying users for their data" }, { "modality": "text", "value": "Behavioral data extracted and monetized without consent", "short": "Behavioral data taken and sold without consent" } ], "correctIndex": 3, "explanation": "Zuboff's Surveillance Capitalism is the extraction and monetization of behavioral data without consent — the digital-realm betrayal of the old bargain. It is done by firms without paying users, not by the state.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "17c0ouz1e38jhx" }, { "id": "ot-contract-3", "shape": "mcq", "tags": [ "fordist-bargain", "neoliberalism" ], "prompt": { "modality": "text", "value": "The 20th-century 'Fordist Bargain' was replaced around the 1970s by what, per Mostaque?" }, "options": [ { "modality": "text", "value": "Universal Access to Intelligence" }, { "modality": "text", "value": "A Neoliberal Contract ('you're on your own')" }, { "modality": "text", "value": "Rawls's veil of ignorance" }, { "modality": "text", "value": "Kant's Categorical Imperative" } ], "correctIndex": 1, "explanation": "The Fordist Bargain (productivity for prosperity) was betrayed around the 1970s by a harsh Neoliberal Contract ('you're on your own') plus Surveillance Capitalism. UAI is Mostaque's proposed remedy, not the replacement of the 1970s.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "uvlnag1nkyz08" }, { "id": "ot-contract-4", "shape": "mcq", "tags": [ "three-laws", "dignity-capability-viability" ], "prompt": { "modality": "text", "value": "Rawls's veil of ignorance yields three demands that map onto the Three Laws. Which mapping is correct?" }, "options": [ { "modality": "text", "value": "Flow ensures Viability, Openness ensures Dignity, Resilience ensures Capability", "short": "Flow→Viability, Openness→Dignity, Resilience→Capability" }, { "modality": "text", "value": "Flow ensures Capability, Openness ensures Viability, Resilience ensures Dignity", "short": "Flow→Capability, Openness→Viability, Resilience→Dignity" }, { "modality": "text", "value": "Flow ensures Dignity, Openness ensures Capability, Resilience ensures Viability", "short": "Flow→Dignity, Openness→Capability, Resilience→Viability" }, { "modality": "text", "value": "Flow ensures Viability, Openness ensures Capability, Resilience ensures Dignity", "short": "Flow→Viability, Openness→Capability, Resilience→Dignity" } ], "correctIndex": 2, "explanation": "Flow ensures Dignity, Openness ensures Capability, and Resilience ensures Viability. The other options scramble the pairings; only this ordering matches Mostaque's derivation from the veil of ignorance.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "9gbay5103eg5f" }, { "id": "ot-deflation-1", "shape": "mcq", "tags": [ "deflation", "definition" ], "prompt": { "modality": "text", "value": "How does the guide define deflation?" }, "options": [ { "modality": "text", "value": "A sustained fall in the general price level of goods and services", "short": "Sustained fall in general price level" }, { "modality": "text", "value": "A one-time spike in the price of a single commodity", "short": "One-time spike in one commodity" }, { "modality": "text", "value": "A sustained rise in the general price level of goods and services", "short": "Sustained rise in general price level" }, { "modality": "text", "value": "A freeze on wages imposed by a central bank", "short": "Central-bank wage freeze" } ], "correctIndex": 0, "explanation": "Deflation is a sustained fall in the general price level of goods and services, the opposite of inflation.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "6hahdh1wy6sxv" }, { "id": "ot-deflation-2", "shape": "mcq", "tags": [ "deflation", "digital-feudalism" ], "prompt": { "modality": "text", "value": "Deflation is described as the economic signature of which of the three futures?" }, "options": [ { "modality": "text", "value": "The Great Fragmentation" }, { "modality": "text", "value": "The Symbiotic State" }, { "modality": "text", "value": "Human Symbiosis" }, { "modality": "text", "value": "Digital Feudalism" } ], "correctIndex": 3, "explanation": "Deflation is the signature of Digital Feudalism: AI-produced abundance drives prices toward zero, but ownership of that abundance concentrates upward.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "44dlug75l8hw" }, { "id": "ot-deflation-3", "shape": "mcq", "tags": [ "deflation", "inflation" ], "prompt": { "modality": "text", "value": "Deflation is the opposite of which economic phenomenon?" }, "options": [ { "modality": "text", "value": "Inflation" }, { "modality": "text", "value": "Stagnation" }, { "modality": "text", "value": "Devaluation" }, { "modality": "text", "value": "Recession" } ], "correctIndex": 0, "explanation": "The guide states deflation is the opposite of inflation. Recession, stagnation, and devaluation are distinct concepts.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1uy0mpa1s04z68" }, { "id": "ot-deflation-4", "shape": "mcq", "tags": [ "deflation", "demand" ], "prompt": { "modality": "text", "value": "Why can deflation stall an economy, according to the guide?" }, "options": [ { "modality": "text", "value": "Imports become suddenly cheaper than domestic goods", "short": "Imports get cheaper than domestic" }, { "modality": "text", "value": "Wages rise faster than firms can afford to pay", "short": "Wages rise faster than firms afford" }, { "modality": "text", "value": "Banks are forced to print money to cover rising costs", "short": "Banks print to cover rising costs" }, { "modality": "text", "value": "People keep delaying purchases in expectation of even lower prices", "short": "Buyers delay expecting lower prices" } ], "correctIndex": 3, "explanation": "Deflation can stall an economy because people keep delaying purchases, expecting prices to fall further, which suppresses demand.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "15b6upfismh7v" }, { "id": "ot-deflation-5", "shape": "mcq", "tags": [ "deflation", "abundance" ], "prompt": { "modality": "text", "value": "In Digital Feudalism, what drives prices toward zero even as ownership concentrates upward?" }, "options": [ { "modality": "text", "value": "Rising interest rates set by central banks", "short": "Rising central-bank interest rates" }, { "modality": "text", "value": "Aggressive government price controls", "short": "Aggressive government price controls" }, { "modality": "text", "value": "Abundance produced by AI", "short": "Abundance produced by AI" }, { "modality": "text", "value": "A collapse in global population", "short": "A global population collapse" } ], "correctIndex": 2, "explanation": "In Digital Feudalism, AI-produced abundance drives prices toward zero (deflation), but the ownership of that abundance concentrates upward into a handful of corporations.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "10nggco1rd04xq" }, { "id": "ot-state-2", "shape": "mcq", "tags": [ "symbiotic-state", "mind-steward" ], "prompt": { "modality": "text", "value": "The Symbiotic State represents the evolution of the nation-state away from which former role?" }, "options": [ { "modality": "text", "value": "The owner of every citizen's Sovereign AI Agent" }, { "modality": "text", "value": "A trusted network node" }, { "modality": "text", "value": "A MIND Steward" }, { "modality": "text", "value": "A resource extractor" } ], "correctIndex": 3, "explanation": "The Symbiotic State evolves the nation-state from a resource extractor into a MIND Steward whose function is cultivating its society's generative capacity across the five MIND capitals.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1bj233e1c94vx4" }, { "id": "ot-state-3", "shape": "mcq", "tags": [ "guardian-lattice", "ai-oracles" ], "prompt": { "modality": "text", "value": "What is the Guardian Lattice, the operating mechanism of the Symbiotic State?" }, "options": [ { "modality": "text", "value": "A transparent, decentralised web of AI oracles monitoring the MIND dashboard", "short": "Decentralised AI oracles on MIND" }, { "modality": "text", "value": "A border-security network of physical checkpoints", "short": "Network of border checkpoints" }, { "modality": "text", "value": "A single sovereign AI that replaces human decision-making", "short": "One sovereign AI replacing humans" }, { "modality": "text", "value": "A central bank that manually sets all interest rates", "short": "Central bank setting all rates" } ], "correctIndex": 0, "explanation": "The Guardian Lattice is a transparent, decentralised web of AI oracles, each monitoring one dimension of the MIND dashboard and able to adjust friction or flow in a sector. Human wisdom is elevated, not replaced.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1yxyko3kdx1df" }, { "id": "ot-state-4", "shape": "mcq", "tags": [ "oracle-council", "citizen-jury" ], "prompt": { "modality": "text", "value": "In the Guardian Lattice, what is the role of the Oracle Council?" }, "options": [ { "modality": "text", "value": "A panel of credentialed economists appointed by the state", "short": "Panel of state economists" }, { "modality": "text", "value": "An automated system with no human involvement", "short": "Automated with no humans" }, { "modality": "text", "value": "A board of the wealthiest corporations owning the AI models", "short": "Board of the richest firms" }, { "modality": "text", "value": "A randomly selected citizen jury deliberating on the values guiding each oracle", "short": "A random citizen jury" } ], "correctIndex": 3, "explanation": "The Oracle Council is a randomly selected jury of citizens, chosen for diversity of experience rather than credential, that deliberates on fundamental values. The algorithm proposes; humanity disposes.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "7z3aya1put69o" }, { "id": "ot-state-5", "shape": "mcq", "tags": [ "sovereignty", "topology" ], "prompt": { "modality": "text", "value": "Mostaque argues 21st-century sovereignty is topological rather than territorial. What follows from this?" }, "options": [ { "modality": "text", "value": "Data restrictions strengthen a nation's position", "short": "Data restrictions strengthen a nation" }, { "modality": "text", "value": "Building walls and armies is the surest defence", "short": "Building walls and armies is the defence" }, { "modality": "text", "value": "Radical openness, not closed borders, is the new fortress", "short": "Radical openness is the fortress" }, { "modality": "text", "value": "Isolation makes a nation more secure", "short": "Isolation makes a nation more secure" } ], "correctIndex": 2, "explanation": "If sovereignty is topological, a nation is sovereign by being a critical, densely connected node. Radical openness is the new fortress; isolationism severs the connections that make a node matter, the fastest path to irrelevance.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "h23uwb17sf1jd" }, { "id": "ot-currency-1", "shape": "mcq", "tags": [ "foundation-coins", "atomic-economy" ], "prompt": { "modality": "text", "value": "How are Foundation Coins (FC) designed in the Dual Currency System?" }, "options": [ { "modality": "text", "value": "Abundant and flowing, designed to circulate in the Bit Economy", "short": "Abundant, flows in Bit Economy" }, { "modality": "text", "value": "Currency that expires if left idle to prevent hoarding", "short": "Expires if left idle" }, { "modality": "text", "value": "A regular unconditional cash sum paid to every citizen", "short": "Unconditional cash to citizens" }, { "modality": "text", "value": "Finite and scarcity-based, a stable store of value for the Atomic Economy", "short": "Finite, scarce store of value" } ], "correctIndex": 3, "explanation": "Foundation Coins are finite and scarcity-based, anchored to real physical output as a stable store of value for the Atomic Economy. The abundant, expiring currency is Culture Credits.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "7brvygov5nm6" }, { "id": "ot-currency-2", "shape": "mcq", "tags": [ "culture-credits", "bit-economy" ], "prompt": { "modality": "text", "value": "Which currency is designed to maximise the creation and circulation of Intelligence and Network Capital in the Bit Economy?" }, "options": [ { "modality": "text", "value": "Fiat currency" }, { "modality": "text", "value": "Foundation Coins (FC)" }, { "modality": "text", "value": "Culture Credits (CC)" }, { "modality": "text", "value": "Universal basic income" } ], "correctIndex": 2, "explanation": "Culture Credits are abundant and flowing, built to maximise creation and circulation of Intelligence and Network Capital in the Bit Economy. Foundation Coins serve the scarce Atomic Economy.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1hb5hgx18dhzn9" }, { "id": "ot-currency-3", "shape": "mcq", "tags": [ "culture-credits", "expire" ], "prompt": { "modality": "text", "value": "Which behaviour is a deliberate feature of Culture Credits (CC)?" }, "options": [ { "modality": "text", "value": "They expire if idle and reward contribution rather than accumulation", "short": "Expire if idle rewarding contribution" }, { "modality": "text", "value": "They are minted only against verified physical output", "short": "Minted only against verified output" }, { "modality": "text", "value": "They can be hoarded as a long-term store of value", "short": "Hoardable long-term store of value" }, { "modality": "text", "value": "They appreciate the longer they are held in reserve", "short": "They appreciate the longer held" } ], "correctIndex": 0, "explanation": "Culture Credits cannot be hoarded; they expire if idle and reward contribution rather than accumulation. Serving as a hoardable store of value is the job of Foundation Coins.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1p195o26d9mji" }, { "id": "ot-currency-4", "shape": "mcq", "tags": [ "atomic-economy", "bit-economy" ], "prompt": { "modality": "text", "value": "What distinguishes the Atomic Economy from the Bit Economy in Mostaque's argument?" }, "options": [ { "modality": "text", "value": "The Bit Economy is governed by thermodynamics; the Atomic by information theory", "short": "Bit: thermodynamics; Atomic: info theory" }, { "modality": "text", "value": "The Atomic Economy deals in knowledge; the Bit Economy in food and land", "short": "Atomic: knowledge; Bit: food and land" }, { "modality": "text", "value": "The Atomic Economy deals in scarce rivalrous goods; the Bit Economy in abundant non-rivalrous goods", "short": "Atomic rivalrous; Bit non-rivalrous" }, { "modality": "text", "value": "Both deal in identical goods but under different governments", "short": "Identical goods, different governments" } ], "correctIndex": 2, "explanation": "The Atomic Economy handles scarce, rivalrous goods (food, land, energy) governed by thermodynamics; the Bit Economy handles abundant, non-rivalrous goods (knowledge, code) governed by information theory.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1u010gv8fn4c7" }, { "id": "ot-currency-5", "shape": "mcq", "tags": [ "dual-currency", "design-flaw" ], "prompt": { "modality": "text", "value": "According to the chapter, using a single scarcity-based currency for both economies is:" }, "options": [ { "modality": "text", "value": "An unavoidable law of thermodynamics", "short": "An unavoidable law of thermodynamics" }, { "modality": "text", "value": "A design flaw, not a law of nature", "short": "A design flaw not a law of nature" }, { "modality": "text", "value": "The optimal way to price non-rivalrous goods", "short": "The optimal way to price non-rivalrous goods" }, { "modality": "text", "value": "A recent invention of the Guardian Lattice", "short": "A recent invention of the Guardian Lattice" } ], "correctIndex": 1, "explanation": "Mostaque calls applying one scarcity-based currency to both economies a design flaw, not a law of nature, which the Dual Currency System of FC and CC is meant to correct.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "g4en2zyrntu" }, { "id": "ot-ubi-1", "shape": "mcq", "tags": [ "ubi", "definition" ], "prompt": { "modality": "text", "value": "How does the guide define universal basic income (UBI)?" }, "options": [ { "modality": "text", "value": "A loan issued by commercial banks against future work", "short": "A loan issued by commercial banks against future work" }, { "modality": "text", "value": "A currency that expires if it is left unspent", "short": "A currency that expires if it is left unspent" }, { "modality": "text", "value": "Payment given only to citizens who cannot find paid work", "short": "Payment given only to citizens who cannot find paid work" }, { "modality": "text", "value": "A regular, unconditional cash sum paid to every citizen", "short": "A regular unconditional cash sum for every citizen" } ], "correctIndex": 3, "explanation": "UBI is a policy of paying every citizen a regular, unconditional cash sum, often proposed as a cushion against the widespread automation of paid work.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "z2av6c15hpriq" }, { "id": "ot-ubi-2", "shape": "mcq", "tags": [ "ubi", "unconditional" ], "prompt": { "modality": "text", "value": "What key feature makes universal basic income 'universal' and 'unconditional'?" }, "options": [ { "modality": "text", "value": "Recipients must complete public-service hours to keep it", "short": "Recipients must complete service hours" }, { "modality": "text", "value": "Only those below a poverty line qualify after a means test", "short": "Only those below a poverty line qualify" }, { "modality": "text", "value": "It is paid solely to workers displaced by AI", "short": "It is paid solely to workers displaced by AI" }, { "modality": "text", "value": "Every citizen receives it regardless of employment or means", "short": "Every citizen receives it regardless of means" } ], "correctIndex": 3, "explanation": "UBI is paid to every citizen as a regular, unconditional sum, no means test or work requirement. That universality and lack of conditions define it.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1gap1pz16dsxxz" }, { "id": "ot-ubi-3", "shape": "mcq", "tags": [ "ubi", "dual-currency" ], "prompt": { "modality": "text", "value": "How does Mostaque position UBI relative to the Dual Currency mechanism?" }, "options": [ { "modality": "text", "value": "As the same thing as Culture Credits under a different name", "short": "Just Culture Credits under a new name" }, { "modality": "text", "value": "As a distinct policy addressing income floors within the existing monetary system", "short": "Distinct income floor within current system" }, { "modality": "text", "value": "As the mechanism that replaces both Foundation Coins and Culture Credits", "short": "Replaces Foundation Coins & Culture Credits" }, { "modality": "text", "value": "As a currency that restructures the monetary system itself", "short": "A currency restructuring the whole system" } ], "correctIndex": 1, "explanation": "Mostaque distinguishes UBI from the Dual Currency system: UBI addresses income floors within the existing monetary system, while FC and CC restructure the system itself.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "12tlwdy7cbe06" }, { "id": "ot-ubi-4", "shape": "mcq", "tags": [ "ubi", "automation" ], "prompt": { "modality": "text", "value": "Universal basic income is often proposed as a cushion against what?" }, "options": [ { "modality": "text", "value": "The fragmentation of the global internet", "short": "The fragmentation of the global internet" }, { "modality": "text", "value": "The widespread automation of paid work", "short": "The widespread automation of paid work" }, { "modality": "text", "value": "A sustained fall in the general price level", "short": "A sustained fall in the general price level" }, { "modality": "text", "value": "The concentration of AI model ownership", "short": "The concentration of AI model ownership" } ], "correctIndex": 1, "explanation": "The guide states UBI is often proposed as a cushion against the widespread automation of paid work.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "f2r4lv1ceftan" }, { "id": "ot-ubi-5", "shape": "mcq", "tags": [ "ubi", "not-accurate" ], "prompt": { "modality": "text", "value": "Which statement about universal basic income is NOT accurate per the guide?" }, "options": [ { "modality": "text", "value": "It is paid to every citizen", "short": "Paid to every citizen" }, { "modality": "text", "value": "It restructures the monetary system, replacing scarcity-based money", "short": "Restructures the whole monetary system" }, { "modality": "text", "value": "It operates within the existing monetary system", "short": "Operates within the existing money system" }, { "modality": "text", "value": "It is a regular, unconditional cash sum", "short": "A regular, unconditional cash sum" } ], "correctIndex": 1, "explanation": "UBI does not restructure the monetary system; it addresses income floors within the existing one. Restructuring the system is the role of the Dual Currency mechanism (FC and CC).", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "2ro4wp1d0xrmt" }, { "id": "ot-unbundling-graeber-who", "shape": "mcq", "tags": [ "graeber", "unbundling" ], "prompt": { "modality": "text", "value": "Which anthropologist observed that a 'job' bundles five things: Income, Identity, Community, Purpose, and Structure?" }, "options": [ { "modality": "text", "value": "David Graeber" }, { "modality": "text", "value": "Margaret Mead" }, { "modality": "text", "value": "Emad Mostaque" }, { "modality": "text", "value": "Brother Gabriel" } ], "correctIndex": 0, "explanation": "David Graeber, author of Bullshit Jobs, framed a job as a five-part bundle. Mead supplied the small-group epigraph; Mostaque is the book's author; Gabriel is the St. Gall monk.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "zjljw875ceeq" }, { "id": "ot-unbundling-not-in-bundle", "shape": "mcq", "tags": [ "graeber", "job-bundle" ], "prompt": { "modality": "text", "value": "Graeber's job bundle contains Income, Identity, Community, Purpose, and Structure. Which of these is NOT one of the five?" }, "options": [ { "modality": "text", "value": "Community" }, { "modality": "text", "value": "Purpose" }, { "modality": "text", "value": "Status" }, { "modality": "text", "value": "Structure" } ], "correctIndex": 2, "explanation": "The five are Income, Identity, Community, Purpose, and Structure. Status is not on Graeber's list, though it sounds plausible alongside the real four distractors.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1x5bpanluqn1" }, { "id": "ot-unbundling-remaining-four", "shape": "mcq", "tags": [ "intelligence-inversion", "unbundling" ], "prompt": { "modality": "text", "value": "Once the Intelligence Inversion strips Income from the job bundle, what does Mostaque say happens to Identity, Community, Purpose, and Structure?" }, "options": [ { "modality": "text", "value": "They must be consciously rebuilt from new sources", "short": "They must be consciously rebuilt" }, { "modality": "text", "value": "They collapse into a single new job", "short": "They collapse into a single new job" }, { "modality": "text", "value": "They are automatically supplied by AI", "short": "They are automatically supplied by AI" }, { "modality": "text", "value": "They vanish along with Income", "short": "They vanish along with Income" } ], "correctIndex": 0, "explanation": "With labor economically unnecessary, Income goes first; the remaining four must be deliberately rebuilt. Mostaque sees this forced, conscious design as both the terror and the liberation.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "m3p7i7hpez0v" }, { "id": "ot-singularity-def", "shape": "mcq", "tags": [ "singularity", "definition" ], "prompt": { "modality": "text", "value": "How does the book define the 'singularity'?" }, "options": [ { "modality": "text", "value": "The moment human labor is fully automated away", "short": "Human labor fully automated" }, { "modality": "text", "value": "A single high-trust city that seeds a phase transition", "short": "A city seeds a phase transition" }, { "modality": "text", "value": "The fusion of computation and consciousness in one mind", "short": "Computation fused with consciousness" }, { "modality": "text", "value": "A hypothesized point where AI improves itself so rapidly that progress becomes uncontrollable and irreversible", "short": "AI self-improves beyond control" } ], "correctIndex": 3, "explanation": "The singularity is the hypothesized runaway point of uncontrollable, irreversible AI self-improvement. The other options describe the Intelligence Inversion, a Symbiotic Zone, and the biological brain.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "8kfeo7k52g61" }, { "id": "ot-arts-count", "shape": "mcq", "tags": [ "arts", "count" ], "prompt": { "modality": "text", "value": "How many 'Arts of Being Human' does Mostaque name?" }, "options": [ { "modality": "text", "value": "Four" }, { "modality": "text", "value": "Five" }, { "modality": "text", "value": "Six" }, { "modality": "text", "value": "Three" } ], "correctIndex": 0, "explanation": "Mostaque names four: Attention Architects, Relationship Weavers, Meaning Makers, and Reality Anchors.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "39ecmk14wtmfi" }, { "id": "ot-arts-attention", "shape": "mcq", "tags": [ "arts", "attention" ], "prompt": { "modality": "text", "value": "Which Art of Being Human designs mental environments — shaping what deserves focus?" }, "options": [ { "modality": "text", "value": "Relationship Weavers" }, { "modality": "text", "value": "Attention Architects" }, { "modality": "text", "value": "Reality Anchors" }, { "modality": "text", "value": "Meaning Makers" } ], "correctIndex": 1, "explanation": "Attention Architects design mental environments. Relationship Weavers engineer belonging, Meaning Makers curate wisdom, and Reality Anchors bridge digital and physical.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "taid4j1sqqelx" }, { "id": "ot-arts-reality-anchors", "shape": "mcq", "tags": [ "arts", "reality-anchors" ], "prompt": { "modality": "text", "value": "Which Art of Being Human bridges the digital and the physical worlds?" }, "options": [ { "modality": "text", "value": "Attention Architects" }, { "modality": "text", "value": "Reality Anchors" }, { "modality": "text", "value": "Meaning Makers" }, { "modality": "text", "value": "Relationship Weavers" } ], "correctIndex": 1, "explanation": "Reality Anchors bridge the digital and physical. Meaning Makers curate information into wisdom, Attention Architects shape focus, and Relationship Weavers engineer belonging.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1gl1l0ne4ix1t" }, { "id": "ot-arts-not-an-art", "shape": "mcq", "tags": [ "arts", "distractor" ], "prompt": { "modality": "text", "value": "Which of the following is NOT one of Mostaque's four Arts of Being Human?" }, "options": [ { "modality": "text", "value": "Attention Architects" }, { "modality": "text", "value": "Relationship Weavers" }, { "modality": "text", "value": "Reality Anchors" }, { "modality": "text", "value": "Purpose Engineers" } ], "correctIndex": 3, "explanation": "The four arts are Attention Architects, Relationship Weavers, Meaning Makers, and Reality Anchors. 'Purpose Engineers' is invented and not among them.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "d92bw3jes00v" }, { "id": "ot-cc-consciousness-why", "shape": "mcq", "tags": [ "consciousness", "why" ], "prompt": { "modality": "text", "value": "Consciousness, humanity's domain, is the engine for answering which question?" }, "options": [ { "modality": "text", "value": "When" }, { "modality": "text", "value": "Why" }, { "modality": "text", "value": "How" }, { "modality": "text", "value": "Where" } ], "correctIndex": 1, "explanation": "Consciousness — the semantic experience of being — answers 'why.' Computation, AI's domain, answers 'how.'", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "juzq209ngk56" }, { "id": "ot-cc-computation-def", "shape": "mcq", "tags": [ "computation", "definition" ], "prompt": { "modality": "text", "value": "How does Mostaque define Computation?" }, "options": [ { "modality": "text", "value": "The moral judgment of institutions" }, { "modality": "text", "value": "The syntactic manipulation of data" }, { "modality": "text", "value": "The semantic experience of being" }, { "modality": "text", "value": "The capped biological engine of order" } ], "correctIndex": 1, "explanation": "Computation is the syntactic manipulation of data — AI's engine for 'how.' 'The semantic experience of being' defines Consciousness, its counterpart.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "19x21zqt8xl7k" }, { "id": "ot-cc-consciousness-def", "shape": "mcq", "tags": [ "consciousness", "definition" ], "prompt": { "modality": "text", "value": "How does Mostaque define Consciousness?" }, "options": [ { "modality": "text", "value": "The near-infinite sorting of information", "short": "The near-infinite sorting of information" }, { "modality": "text", "value": "The syntactic manipulation of data", "short": "Syntactic data manipulation" }, { "modality": "text", "value": "The autonomous machine-to-machine economy", "short": "The autonomous machine-to-machine economy" }, { "modality": "text", "value": "The semantic experience of being", "short": "The semantic experience of being" } ], "correctIndex": 3, "explanation": "Consciousness is the semantic experience of being — humanity's domain for 'why.' The syntactic manipulation of data is Computation; the machine economy is the Third Mind.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1wtiuzpkn7rp" }, { "id": "ot-cc-unbundled", "shape": "mcq", "tags": [ "computation", "consciousness", "unbundling" ], "prompt": { "modality": "text", "value": "For all of history, computation and consciousness were fused in the biological brain. What does Mostaque say the AI revolution has done to them?" }, "options": [ { "modality": "text", "value": "Merged them permanently into one intelligence", "short": "Merged them into one intelligence" }, { "modality": "text", "value": "Eliminated consciousness entirely", "short": "Erased consciousness entirely" }, { "modality": "text", "value": "Proven they were always identical", "short": "Proved they were always identical" }, { "modality": "text", "value": "Unbundled them", "short": "Unbundled them from one another" } ], "correctIndex": 3, "explanation": "The AI revolution has unbundled the two once-fused kinds of intelligence — the achievement and the risk. Mostaque argues they must remain in partnership, not be merged or lost.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "5699g61pk9srq" }, { "id": "ot-gabriel-monastery", "shape": "mcq", "tags": [ "gabriel", "st-gall" ], "prompt": { "modality": "text", "value": "At which monastery did the monks treat the printing press as liberation rather than replacement?" }, "options": [ { "modality": "text", "value": "Cluny, France" }, { "modality": "text", "value": "Monte Cassino, Italy" }, { "modality": "text", "value": "Lindisfarne, England" }, { "modality": "text", "value": "St. Gall, Switzerland" } ], "correctIndex": 3, "explanation": "The monks of St. Gall in Switzerland saw the press as liberation, became scholars, and built one of Europe's first great libraries. The other abbeys are real but not in this story.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "thmmxhhf6vz" }, { "id": "ot-gabriel-year", "shape": "mcq", "tags": [ "gabriel", "year" ], "prompt": { "modality": "text", "value": "In what year did Brother Gabriel of St. Gall write that the machine had taken the old work?" }, "options": [ { "modality": "text", "value": "1450" }, { "modality": "text", "value": "1517" }, { "modality": "text", "value": "1500" }, { "modality": "text", "value": "1485" } ], "correctIndex": 3, "explanation": "Brother Gabriel wrote in 1485. 1450 is near Gutenberg's press and 1517 is Luther's theses — plausible but wrong.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1yh9jb4frr1g4" }, { "id": "ot-gabriel-response", "shape": "mcq", "tags": [ "gabriel", "liberation" ], "prompt": { "modality": "text", "value": "How did the monks of St. Gall respond to the printing press?" }, "options": [ { "modality": "text", "value": "They raged and abandoned the monastery", "short": "They raged and abandoned the monastery" }, { "modality": "text", "value": "They banned it as heresy", "short": "They banned it as heresy" }, { "modality": "text", "value": "They copied it to keep their old work", "short": "They copied it to keep their old work" }, { "modality": "text", "value": "They saw it as liberation and became scholars", "short": "Saw liberation and became scholars" } ], "correctIndex": 3, "explanation": "Freed from copying, the St. Gall monks became scholars and built a great library — the model of embracing the machine. Raging and disappearing was how most other copyists reacted.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "6hs04c19by60a" }, { "id": "ot-gabriel-built", "shape": "mcq", "tags": [ "gabriel", "library" ], "prompt": { "modality": "text", "value": "Freed from copying manuscripts, what did the monks of St. Gall go on to build?" }, "options": [ { "modality": "text", "value": "A new cathedral", "short": "A newly built cathedral" }, { "modality": "text", "value": "The first European university", "short": "The first European university" }, { "modality": "text", "value": "A rival printing guild", "short": "A rival printing guild" }, { "modality": "text", "value": "One of Europe's first great libraries", "short": "A great early library" } ], "correctIndex": 3, "explanation": "The St. Gall monks became scholars and built one of Europe's first great libraries — real work beyond the old copying labor the press had taken.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "88eqhv7j6137" }, { "id": "ot-gabriel-most-copyists", "shape": "mcq", "tags": [ "gabriel", "contrast" ], "prompt": { "modality": "text", "value": "Unlike the St. Gall monks, how did MOST scriptorium copyists react to the printing press?" }, "options": [ { "modality": "text", "value": "They founded universities across Europe", "short": "They founded universities across Europe" }, { "modality": "text", "value": "They welcomed it and became publishers", "short": "They welcomed it and became publishers" }, { "modality": "text", "value": "They negotiated protections for their craft", "short": "They negotiated craft protections" }, { "modality": "text", "value": "They denied, raged, despaired, and disappeared", "short": "They denied raged despaired and vanished" } ], "correctIndex": 3, "explanation": "Most copyists denied, raged, despaired, and vanished. St. Gall's opposite response — embracing liberation — is why Mostaque tells every reader they are Brother Gabriel.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1qbcrkvexpgnv" }, { "id": "ot-diagnosis-1", "shape": "mcq", "tags": [ "diagnosis", "thousand-day-window" ], "prompt": { "modality": "text", "value": "What does the Thousand-Day Window name?" }, "options": [ { "modality": "text", "value": "The finite ~1,000-day epoch when the phase transition becomes irreversible yet meaningful choice is still possible", "short": "~1000-day window of real choice" }, { "modality": "text", "value": "The decay half-life of a Culture Credit", "short": "Culture Credit's decay half-life" }, { "modality": "text", "value": "The time a Sovereign AI Agent takes to train on a citizen", "short": "Time to train a Sovereign Agent" }, { "modality": "text", "value": "The period after AI surpasses humans when labor markets fully collapse", "short": "When labor markets fully collapse" } ], "correctIndex": 0, "explanation": "The Thousand-Day Window is the roughly 1,000-day epoch during which the transition locks in but meaningful choice remains. The other options describe unrelated concepts.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1wpca0zrm8klr" }, { "id": "ot-diagnosis-2", "shape": "mcq", "tags": [ "diagnosis", "metabolic-rift" ], "prompt": { "modality": "text", "value": "The Metabolic Rift explains why the inversion is final. What asymmetry does it name?" }, "options": [ { "modality": "text", "value": "Human labor is cheap while AI labor is expensive", "short": "Human labor cheap, AI expensive" }, { "modality": "text", "value": "Human labor needs food and rest; AI labor needs only electricity", "short": "Humans need food/rest; AI needs power" }, { "modality": "text", "value": "AI needs data while humans need capital", "short": "AI needs data while humans need capital" }, { "modality": "text", "value": "Humans scale freely while AI cannot", "short": "Humans scale freely, AI cannot" } ], "correctIndex": 1, "explanation": "The Metabolic Rift is that human labor is a metabolic engine needing food and rest, while AI needs only electricity, leaving nowhere to pivot. The others misstate the asymmetry.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1pa3haj1gb76yp" }, { "id": "ot-diagnosis-3", "shape": "mcq", "tags": [ "diagnosis", "intelligence-inversion" ], "prompt": { "modality": "text", "value": "The Intelligence Inversion is described as which inversion of economic value?" }, "options": [ { "modality": "text", "value": "The third of five", "short": "The third of five inversions" }, { "modality": "text", "value": "The fourth and final", "short": "The fourth and final" }, { "modality": "text", "value": "The first", "short": "The first inversion" }, { "modality": "text", "value": "The second of three", "short": "The second of three inversions" } ], "correctIndex": 1, "explanation": "Mostaque calls the Intelligence Inversion the fourth and final inversion of economic value, the point intelligence becomes an uncapped commodity.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1dqri1ncjh8lt" }, { "id": "ot-diagnosis-4", "shape": "mcq", "tags": [ "diagnosis", "intelligence-inversion" ], "prompt": { "modality": "text", "value": "In the Intelligence Inversion, intelligence becomes what?" }, "options": [ { "modality": "text", "value": "A scalable, non-biological, uncapped commodity that breaks scarcity-based economics", "short": "Scalable, uncapped, non-biological" }, { "modality": "text", "value": "A government utility rationed via UBI", "short": "Government utility rationed via UBI" }, { "modality": "text", "value": "A scarce biological resource only humans possess", "short": "Scarce biological, human-only" }, { "modality": "text", "value": "A decaying currency handed out as a dividend", "short": "Decaying currency paid as dividend" } ], "correctIndex": 0, "explanation": "The inversion is the moment intelligence becomes scalable, non-biological and uncapped, breaking scarcity economics. The distractors describe the opposite or unrelated ideas.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "yj6x28pywt14" }, { "id": "ot-diagnosis-5", "shape": "mcq", "tags": [ "diagnosis", "compare" ], "prompt": { "modality": "text", "value": "Which term is NOT one of the three diagnostic concepts of Intelligent Economics?" }, "options": [ { "modality": "text", "value": "The Metabolic Rift" }, { "modality": "text", "value": "The Intelligence Inversion" }, { "modality": "text", "value": "The MIND Capitals" }, { "modality": "text", "value": "The Thousand-Day Window" } ], "correctIndex": 2, "explanation": "The diagnosis trio is the Thousand-Day Window, Intelligence Inversion and Metabolic Rift. The MIND Capitals belong to the new-physics vocabulary, not the diagnosis.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1wiue8yckr0o" }, { "id": "ot-physics-1", "shape": "mcq", "tags": [ "physics", "intelligence-theory" ], "prompt": { "modality": "text", "value": "How does the guide define Intelligence Theory?" }, "options": [ { "modality": "text", "value": "The physics of how information is processed to create value, order, and persistence", "short": "Physics of info creating value" }, { "modality": "text", "value": "The study of how nation-states extract resources", "short": "How states extract resources" }, { "modality": "text", "value": "The economics of allocating scarce resources under uncertainty", "short": "Economics of scarce resources" }, { "modality": "text", "value": "The claim that intelligence is fixed and non-scalable", "short": "Intelligence is fixed, non-scalable" } ], "correctIndex": 0, "explanation": "Intelligence Theory is the foundational physics of how information is processed to create value, order and persistence against entropy. The others describe unrelated fields.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "9ci6nzhsqmpp" }, { "id": "ot-physics-2", "shape": "mcq", "tags": [ "physics", "mind-capitals" ], "prompt": { "modality": "text", "value": "What four capitals do the MIND Capitals stand for?" }, "options": [ { "modality": "text", "value": "Material, Institutions, Networks, Dignity" }, { "modality": "text", "value": "Money, Information, Nature, Data" }, { "modality": "text", "value": "Markets, Intelligence, Nations, Diversity" }, { "modality": "text", "value": "Material, Intelligence, Network, Diversity" } ], "correctIndex": 3, "explanation": "MIND is Material, Intelligence, Network and Diversity. The distractors keep the M-I-N-D initials but swap in wrong words.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "q4dgg33el39l" }, { "id": "ot-physics-3", "shape": "mcq", "tags": [ "physics", "mind-capitals" ], "prompt": { "modality": "text", "value": "The MIND Capitals are multiplied, not added. What does that imply?" }, "options": [ { "modality": "text", "value": "Only the single largest capital matters" }, { "modality": "text", "value": "A zero in any one capital collapses the whole" }, { "modality": "text", "value": "The total can only ever grow" }, { "modality": "text", "value": "The capitals substitute freely for one another" } ], "correctIndex": 1, "explanation": "Because the capitals multiply, a zero in any one drives the whole product to zero. Addition would let a strong capital compensate for a missing one, which multiplication forbids.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1dwtz8p1onvcl7" }, { "id": "ot-physics-4", "shape": "mcq", "tags": [ "physics", "three-flows" ], "prompt": { "modality": "text", "value": "Which Flow of Value is paired correctly with its economist and theme?" }, "options": [ { "modality": "text", "value": "Circular Flow — structure, Adam Smith" }, { "modality": "text", "value": "Gradient Flow — structure, Friedrich Hayek" }, { "modality": "text", "value": "Circular Flow — abundance, Karl Marx" }, { "modality": "text", "value": "Harmonic Flow — scarcity, Adam Smith" } ], "correctIndex": 2, "explanation": "The pairings are Gradient (scarcity, Smith), Circular (abundance, Marx) and Harmonic (structure, Hayek). Only Circular/abundance/Marx is matched correctly here.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "wl6ypha1olgv" }, { "id": "ot-blueprint-1", "shape": "mcq", "tags": [ "blueprint", "dual-engine" ], "prompt": { "modality": "text", "value": "The Dual Engine couples which two engines?" }, "options": [ { "modality": "text", "value": "A Foundation Coin engine and a Culture Credit engine", "short": "Foundation Coin and Culture Credit engines" }, { "modality": "text", "value": "A Gradient engine and a Harmonic engine", "short": "Gradient engine + Harmonic engine" }, { "modality": "text", "value": "A Fast Engine of institutions and a Slow Engine of markets", "short": "Fast institutions + slow markets" }, { "modality": "text", "value": "A Fast Engine of markets (months) and a Slow Engine of institutions (decades)", "short": "Fast markets (months) + slow institutions" } ], "correctIndex": 3, "explanation": "The Dual Engine pairs a fast market engine (months) with a slow institutional engine (decades). Option two reverses the speeds; the others name unrelated pairs.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1nfeazaon8zsg" }, { "id": "ot-blueprint-2", "shape": "mcq", "tags": [ "blueprint", "dual-engine" ], "prompt": { "modality": "text", "value": "The Dual Engine is credited with resolving which problem?" }, "options": [ { "modality": "text", "value": "The Lucas Critique" }, { "modality": "text", "value": "The Hodge Decomposition" }, { "modality": "text", "value": "The Intelligence Inversion" }, { "modality": "text", "value": "The Metabolic Rift" } ], "correctIndex": 0, "explanation": "By coupling fast markets to slow institutions, the Dual Engine resolves the Lucas Critique. The others are separate concepts from elsewhere in the vocabulary.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "tj8odebxojo0" }, { "id": "ot-blueprint-3", "shape": "mcq", "tags": [ "blueprint", "uai" ], "prompt": { "modality": "text", "value": "Universal Access to Intelligence endows every citizen with what?" }, "options": [ { "modality": "text", "value": "An ownership share in the corporate AI", "short": "An ownership share in the corporate AI" }, { "modality": "text", "value": "A Sovereign AI Agent, a baseline of intelligence, and a trusted Knowledge Commons", "short": "AI Agent + intelligence + Knowledge Commons" }, { "modality": "text", "value": "A Foundation Coin wallet and a Culture Credit dividend", "short": "A Foundation Coin wallet and Culture Credit" }, { "modality": "text", "value": "A guaranteed job in the Atomic Economy", "short": "A guaranteed job in the Atomic Economy" } ], "correctIndex": 1, "explanation": "UAI gives each citizen a Sovereign AI Agent, a baseline of intelligence and a trusted Knowledge Commons. The distractors borrow terms from currency and destination concepts.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "18uk46ynuyjnm" }, { "id": "ot-blueprint-4", "shape": "mcq", "tags": [ "blueprint", "uai" ], "prompt": { "modality": "text", "value": "Which is NOT one of the three guarantees promised by Universal Access to Intelligence?" }, "options": [ { "modality": "text", "value": "Capability" }, { "modality": "text", "value": "Viability" }, { "modality": "text", "value": "Prosperity" }, { "modality": "text", "value": "Dignity" } ], "correctIndex": 2, "explanation": "UAI guarantees Dignity, Capability and Viability. Prosperity is not one of the three named guarantees.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1vaf7tvntjhix" }, { "id": "ot-blueprint-5", "shape": "mcq", "tags": [ "blueprint", "symbiotic-state" ], "prompt": { "modality": "text", "value": "The Symbiotic State reimagines the nation-state as what?" }, "options": [ { "modality": "text", "value": "The owner of every citizen's Sovereign AI Agent", "short": "Owner of every citizen's Sovereign AI Agent" }, { "modality": "text", "value": "A neutral referee enforcing property rights", "short": "A neutral referee enforcing property rights" }, { "modality": "text", "value": "A resource extractor maximizing GDP", "short": "A resource extractor maximizing GDP" }, { "modality": "text", "value": "A 'MIND Steward' and gardener of society's generative capacity", "short": "A MIND Steward tending society's capacity" } ], "correctIndex": 3, "explanation": "The Symbiotic State evolves from resource extractor into a MIND Steward and gardener of generative capacity. Option two is the old model it replaces.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "194z2zb8vo37r" }, { "id": "ot-people-schumpeter", "shape": "mcq", "tags": [ "people", "schumpeter" ], "prompt": { "modality": "text", "value": "Which economist in the book introduced the concept of 'creative destruction'?" }, "options": [ { "modality": "text", "value": "James Watt" }, { "modality": "text", "value": "John Maynard Keynes" }, { "modality": "text", "value": "Joseph Schumpeter" }, { "modality": "text", "value": "Karl Marx" } ], "correctIndex": 2, "explanation": "Joseph Schumpeter, the Austrian-American economist, coined 'creative destruction' to describe capitalism's dynamics of innovation. Marx critiqued capitalism, Keynes shaped macroeconomics, and Watt was an inventor, not an economist.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "j7m9x3ao2me5" }, { "id": "ot-people-watt", "shape": "mcq", "tags": [ "people", "watt" ], "prompt": { "modality": "text", "value": "Who improved the steam engine, a shift the book credits with moving economic value from land to labor?" }, "options": [ { "modality": "text", "value": "Richard Whitney" }, { "modality": "text", "value": "Simon Kuznets" }, { "modality": "text", "value": "Emad Mostaque" }, { "modality": "text", "value": "James Watt" } ], "correctIndex": 3, "explanation": "James Watt, the Scottish inventor, improved the steam engine and powered the Industrial Revolution, shifting value from land to labor. Whitney was a Wall Street figure, Mostaque a modern AI founder, and Kuznets an economist.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "11s4htjurxwjr" }, { "id": "ot-people-mostaque", "shape": "mcq", "tags": [ "people", "mostaque" ], "prompt": { "modality": "text", "value": "Which figure founded a prominent AI company, has a macro hedge fund background, and authored the book on economics and AI?" }, "options": [ { "modality": "text", "value": "John Maynard Keynes" }, { "modality": "text", "value": "Richard Whitney" }, { "modality": "text", "value": "Joseph Schumpeter" }, { "modality": "text", "value": "Emad Mostaque" } ], "correctIndex": 3, "explanation": "Emad Mostaque founded a prominent AI company, came from macro hedge fund management, and wrote the book. The others are historical economists and Wall Street figures, not the modern AI author.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "5nceiy1l190pw" }, { "id": "ot-people-not", "shape": "mcq", "tags": [ "people", "distinguish" ], "prompt": { "modality": "text", "value": "Which statement about the book's key people is NOT accurate?" }, "options": [ { "modality": "text", "value": "Keynes said 'in the long run, we're all dead'" }, { "modality": "text", "value": "Richard Whitney improved the steam engine" }, { "modality": "text", "value": "Karl Marx critiqued capitalism" }, { "modality": "text", "value": "Kuznets developed the concept of GDP" } ], "correctIndex": 1, "explanation": "James Watt, not Richard Whitney, improved the steam engine. Whitney was a Wall Street figure who tried to stabilize markets before the Depression and later went to prison. The other three statements are correct.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1masiwm1cxehbs" }, { "id": "ot-things-inversion", "shape": "mcq", "tags": [ "things", "intelligence-inversion" ], "prompt": { "modality": "text", "value": "Which concept marks intelligence becoming a scalable commodity and the shift from labor to AI as the primary source of economic value?" }, "options": [ { "modality": "text", "value": "Digital Feudalism" }, { "modality": "text", "value": "The Abundance Trap" }, { "modality": "text", "value": "The Intelligence Inversion" }, { "modality": "text", "value": "The Factory School" } ], "correctIndex": 2, "explanation": "The Intelligence Inversion signifies intelligence becoming a scalable commodity and value shifting from labor to AI. The Abundance Trap is about scarcity amid abundance, Digital Feudalism a future hierarchy, and the Factory School an education model.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "opkjbr1eyl80f" }, { "id": "ot-things-rift", "shape": "mcq", "tags": [ "things", "metabolic-rift" ], "prompt": { "modality": "text", "value": "Which concept explains the difference in energy requirements between human and AI labor, noting AI needs no biological sustenance?" }, "options": [ { "modality": "text", "value": "The Metabolic Rift" }, { "modality": "text", "value": "Digital Feudalism" }, { "modality": "text", "value": "The Abundance Trap" }, { "modality": "text", "value": "The Factory School" } ], "correctIndex": 0, "explanation": "The Metabolic Rift differentiates human and AI labor by their fundamental energy requirements, stressing that AI labor needs no biological sustenance. The other concepts address hierarchy, scarcity, and education instead.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "a8m5i0kxcjuc" }, { "id": "ot-things-window", "shape": "mcq", "tags": [ "things", "thousand-day-window" ], "prompt": { "modality": "text", "value": "The book's window for making meaningful choices before irreversible economic change estimates roughly how long?" }, "options": [ { "modality": "text", "value": "About 500 days" }, { "modality": "text", "value": "About 100 days" }, { "modality": "text", "value": "About 1,000 days" }, { "modality": "text", "value": "About 10,000 days" } ], "correctIndex": 2, "explanation": "The Thousand-Day Window suggests roughly 1,000 days to make meaningful choices before irreversible economic changes take hold. The other spans are far too short or too long.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "u0iiiodu2g9a" }, { "id": "ot-events-luddites", "shape": "mcq", "tags": [ "events", "luddites" ], "prompt": { "modality": "text", "value": "In 1811, which movement famously smashed weaving frames in Nottingham to protest the mechanization of their craft?" }, "options": [ { "modality": "text", "value": "The Industrial Revolution" }, { "modality": "text", "value": "The Luddites' Uprising" }, { "modality": "text", "value": "The Dot-com Bubble Burst" }, { "modality": "text", "value": "The Great Depression" } ], "correctIndex": 1, "explanation": "The Luddites' Uprising saw English artisans smash weaving frames in Nottingham in 1811, protesting mechanization. The Industrial Revolution was the broader era, while the Depression and Dot-com burst are later financial events.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1a1f2j619rn9qe" }, { "id": "ot-events-depression-year", "shape": "mcq", "tags": [ "events", "great-depression" ], "prompt": { "modality": "text", "value": "The stock market crash of which year is often cited as the start of the Great Depression?" }, "options": [ { "modality": "text", "value": "1933" }, { "modality": "text", "value": "1929" }, { "modality": "text", "value": "1928" }, { "modality": "text", "value": "1919" } ], "correctIndex": 1, "explanation": "The 1929 stock market crash is commonly cited as the start of the Great Depression, the global downturn that began in the late 1920s and brought mass unemployment. The other years bracket the era but are not the crash.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "2myctn9sr187" }, { "id": "ot-events-2008", "shape": "mcq", "tags": [ "events", "2008-crisis" ], "prompt": { "modality": "text", "value": "Which event was triggered by a collapse in housing prices and is often linked to risky mortgage-backed securities?" }, "options": [ { "modality": "text", "value": "The Industrial Revolution" }, { "modality": "text", "value": "The Great Depression" }, { "modality": "text", "value": "The Dot-com Bubble Burst" }, { "modality": "text", "value": "The 2008 Financial Crisis" } ], "correctIndex": 3, "explanation": "The 2008 Financial Crisis stemmed from collapsing housing prices and risky mortgage-backed securities, causing bank failures and bailouts. The Dot-com burst hit tech stocks in 2000; the others predate mortgage securities entirely.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "dovqms18lfl6" }, { "id": "ot-events-earliest", "shape": "mcq", "tags": [ "events", "chronology" ], "prompt": { "modality": "text", "value": "Which of these key economic events occurred earliest?" }, "options": [ { "modality": "text", "value": "The 2008 Financial Crisis" }, { "modality": "text", "value": "The Dot-com Bubble Burst" }, { "modality": "text", "value": "The Great Depression" }, { "modality": "text", "value": "The Industrial Revolution" } ], "correctIndex": 3, "explanation": "The Industrial Revolution began in the late 18th century, well before the Great Depression (late 1920s), the Dot-com burst (2000), and the 2008 crisis. It marked the agrarian-to-industrial transition powered by steam.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "3ctzn01o7yr00" }, { "id": "ot-tech-penicillin", "shape": "mcq", "tags": [ "years", "penicillin" ], "prompt": { "modality": "text", "value": "In which year was penicillin discovered?" }, "options": [ { "modality": "text", "value": "1928" }, { "modality": "text", "value": "1938" }, { "modality": "text", "value": "1945" }, { "modality": "text", "value": "1918" } ], "correctIndex": 0, "explanation": "Penicillin was discovered in 1928. The other years are nearby but incorrect for this landmark of medical history.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "62blvv9d7p8t" }, { "id": "ot-tech-dartmouth", "shape": "mcq", "tags": [ "years", "dartmouth-ai" ], "prompt": { "modality": "text", "value": "In which year was the Dartmouth AI workshop, often seen as the founding of the AI field, held?" }, "options": [ { "modality": "text", "value": "1946" }, { "modality": "text", "value": "1950" }, { "modality": "text", "value": "1956" }, { "modality": "text", "value": "1966" } ], "correctIndex": 2, "explanation": "The Dartmouth AI workshop was held in 1956, marking the founding of artificial intelligence as a field. The other options are plausible mid-century dates but incorrect.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "cddn9u164b2cw" }, { "id": "ot-tech-intel", "shape": "mcq", "tags": [ "years", "microprocessor" ], "prompt": { "modality": "text", "value": "In which year was the Intel 4004 microprocessor released?" }, "options": [ { "modality": "text", "value": "1981" }, { "modality": "text", "value": "1971" }, { "modality": "text", "value": "1965" }, { "modality": "text", "value": "1975" } ], "correctIndex": 1, "explanation": "The Intel 4004, the first commercial microprocessor, was released in 1971. The surrounding years are close but wrong for this computing milestone.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1qg403u123admq" }, { "id": "ot-tech-web", "shape": "mcq", "tags": [ "years", "world-wide-web" ], "prompt": { "modality": "text", "value": "In which year did Tim Berners-Lee propose the World Wide Web?" }, "options": [ { "modality": "text", "value": "1985" }, { "modality": "text", "value": "1989" }, { "modality": "text", "value": "1993" }, { "modality": "text", "value": "1979" } ], "correctIndex": 1, "explanation": "Tim Berners-Lee proposed the World Wide Web in 1989, the same year the Berlin Wall fell. The other years bracket the proposal but are incorrect.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "12hw8zgvooub8" }, { "id": "ot-tech-recent", "shape": "mcq", "tags": [ "years", "chronology" ], "prompt": { "modality": "text", "value": "Which of these technology milestones happened most recently?" }, "options": [ { "modality": "text", "value": "Tim Berners-Lee's World Wide Web proposal", "short": "Berners-Lee's Web proposal" }, { "modality": "text", "value": "The Dartmouth AI workshop", "short": "The Dartmouth AI workshop" }, { "modality": "text", "value": "The original iPhone's launch", "short": "The original iPhone's launch" }, { "modality": "text", "value": "ChatGPT's public launch", "short": "The launch of ChatGPT" } ], "correctIndex": 3, "explanation": "ChatGPT launched to the public in 2022, more recently than the iPhone (2007), the World Wide Web proposal (1989), and the Dartmouth AI workshop (1956).", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "sbi54i1tvhyna" }, { "id": "ot-order-bretton-year", "shape": "mcq", "tags": [ "years", "bretton-woods" ], "prompt": { "modality": "text", "value": "In which year was the Bretton Woods conference held?" }, "options": [ { "modality": "text", "value": "1919" }, { "modality": "text", "value": "1929" }, { "modality": "text", "value": "1944" }, { "modality": "text", "value": "1948" } ], "correctIndex": 2, "explanation": "The Bretton Woods conference was held in 1944, fixing the post-war monetary order. The other years belong to different interwar and post-war moments.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "fva8a1bpl68" }, { "id": "ot-order-wall-year", "shape": "mcq", "tags": [ "years", "berlin-wall" ], "prompt": { "modality": "text", "value": "In which year did the Berlin Wall fall?" }, "options": [ { "modality": "text", "value": "1961" }, { "modality": "text", "value": "1987" }, { "modality": "text", "value": "1989" }, { "modality": "text", "value": "1991" } ], "correctIndex": 2, "explanation": "The Berlin Wall fell in 1989. 1961 was when it was built, 1991 saw the USSR dissolve, and 1987 is simply too early.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "14vz14m1c5shwe" }, { "id": "ot-order-bretton-name", "shape": "mcq", "tags": [ "order", "bretton-woods" ], "prompt": { "modality": "text", "value": "Which 1944 conference fixed the post-war monetary order that the book says is now visibly cracking?" }, "options": [ { "modality": "text", "value": "Yalta" }, { "modality": "text", "value": "Potsdam" }, { "modality": "text", "value": "Bretton Woods" }, { "modality": "text", "value": "Versailles" } ], "correctIndex": 2, "explanation": "The Bretton Woods conference of 1944 fixed the post-war monetary order. Yalta and Potsdam were wartime political summits, and Versailles produced the 1919 peace treaty.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "2l7rgftmv625" }, { "id": "ot-order-first", "shape": "mcq", "tags": [ "order", "chronology" ], "prompt": { "modality": "text", "value": "Which of these events came first?" }, "options": [ { "modality": "text", "value": "The Dot-com Bubble Burst" }, { "modality": "text", "value": "The Bretton Woods conference" }, { "modality": "text", "value": "The fall of the Berlin Wall" }, { "modality": "text", "value": "The 2008 Financial Crisis" } ], "correctIndex": 1, "explanation": "Bretton Woods (1944) preceded the fall of the Berlin Wall (1989), the Dot-com burst (2000), and the 2008 crisis. It framed the mid-century economic order.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1tbx7hqocih96" }, { "id": "ot-prod-wage-gap-size", "shape": "mcq", "tags": [ "lie-7", "productivity", "wages" ], "prompt": { "modality": "text", "value": "Using the book's 1973-2023 figures, by roughly how many percentage points did U.S. productivity growth outpace wage growth?" }, "options": [ { "modality": "text", "value": "Roughly 131 points" }, { "modality": "text", "value": "Roughly 91 points" }, { "modality": "text", "value": "Roughly 361 points" }, { "modality": "text", "value": "Roughly 46 points" } ], "correctIndex": 0, "explanation": "Productivity rose 246% and wages 115%, so the divergence is about 131 percentage points. 361 wrongly adds the two figures instead of subtracting them.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1k07pjudmi60m" }, { "id": "ot-piketty-flows", "shape": "mcq", "tags": [ "piketty", "three-flows" ], "prompt": { "modality": "text", "value": "In Mostaque's physical reading of r > g, which flow economy does each term map to?" }, "options": [ { "modality": "text", "value": "r is the Harmonic Flow economy; g is the Gradient Flow economy", "short": "r = Harmonic, g = Gradient" }, { "modality": "text", "value": "r is the Circular Flow economy; g is the Harmonic Flow economy", "short": "r = Circular, g = Harmonic" }, { "modality": "text", "value": "r is the Gradient Flow economy; g is the Circular Flow economy", "short": "r = Gradient, g = Circular" }, { "modality": "text", "value": "r is the Circular Flow economy; g is the Gradient Flow economy", "short": "r = Circular, g = Gradient" } ], "correctIndex": 3, "explanation": "r is the exponential Circular Flow economy (non-rival capital, platforms, intelligence compounding without ceiling); g is the linear Gradient Flow economy (rivalrous goods, human labor). Harmonic Flow plays no part in the mapping.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "wdedr02qtzbi" }, { "id": "ot-piketty-gap", "shape": "mcq", "tags": [ "piketty", "physics" ], "prompt": { "modality": "text", "value": "Mostaque argues the persistent gap between r and g is best understood as what?" }, "options": [ { "modality": "text", "value": "A policy failure that better taxation would have closed", "short": "A policy failure tax could fix" }, { "modality": "text", "value": "A moral failing on the part of capital owners", "short": "A moral failing of capital owners" }, { "modality": "text", "value": "A statistical artifact of how growth is measured", "short": "A statistical artifact of growth" }, { "modality": "text", "value": "A consequence of two different flow physics running in the same economy", "short": "Two different flow physics at once" } ], "correctIndex": 3, "explanation": "Mostaque insists the gap is not a policy failure but a consequence of two different flow physics — exponential circular growth and linear gradient growth — running in the same economy.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1s4r6ze1b61tzu" }, { "id": "ot-firm-market-cathedral", "shape": "mcq", "tags": [ "cathedral", "bazaar", "architecture" ], "prompt": { "modality": "text", "value": "In Mostaque's metaphor for the economy's two kinds of processor, which pairing is correct?" }, "options": [ { "modality": "text", "value": "Firm = an engine for Discovery; Market = an engine for Execution", "short": "Firm = Discovery; Market = Execution" }, { "modality": "text", "value": "Firm = a chaotic, vibrant bazaar; Market = a cathedral built to a deliberate blueprint", "short": "Firm = bazaar; Market = cathedral" }, { "modality": "text", "value": "Firm = a cathedral built to a deliberate blueprint; Market = a bazaar where order arises bottom-up", "short": "Firm = cathedral; Market = bazaar" }, { "modality": "text", "value": "Firm = a leaderless decentralized swarm; Market = a pocket of planned order", "short": "Firm = swarm; Market = planned order" } ], "correctIndex": 2, "explanation": "The Firm is a pocket of planned order — a cathedral built to a blueprint. The Market is a leaderless swarm — a bazaar where order emerges bottom-up. Mostaque insists they are complementary, a dance rather than a battle.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "auoekf18o9vxb" }, { "id": "ot-game-axelrod", "shape": "mcq", "tags": [ "axelrod", "tournament", "attribution" ], "prompt": { "modality": "text", "value": "Which political scientist ran the 1980s tournament of computer programs playing an iterated Prisoner's Dilemma?" }, "options": [ { "modality": "text", "value": "David Graeber" }, { "modality": "text", "value": "John Nash" }, { "modality": "text", "value": "Ronald Coase" }, { "modality": "text", "value": "Robert Axelrod" } ], "correctIndex": 3, "explanation": "Robert Axelrod ran the tournament that Tit for Tat won. Nash names the equilibrium of the one-shot game and Coase asked why firms exist (1937) — neither ran the tournament.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1v3bepa18erpde" }, { "id": "ot-symbiotic-obligation", "shape": "mcq", "tags": [ "network-capital", "potlatch", "obligation" ], "prompt": { "modality": "text", "value": "A chief who gives away a thousand blankets buys a thousand strands of social obligation. How does Mostaque characterize each strand?" }, "options": [ { "modality": "text", "value": "A durable, interest-bearing asset", "short": "A durable asset that bears interest" }, { "modality": "text", "value": "A rivalrous good only one person can hold at a time", "short": "A rivalrous good only one can hold" }, { "modality": "text", "value": "A depreciating liability the chief must repay", "short": "A depreciating liability to repay" }, { "modality": "text", "value": "A sentiment with no measurable economic value", "short": "A sentiment with no economic value" } ], "correctIndex": 0, "explanation": "Mostaque characterizes each strand as a durable, interest-bearing asset — Network Capital. Giving wealth away doesn't create a debt to repay; it buys lasting relationships that keep paying returns, which is why the chief at the center of the strongest web is the richest.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1yewl6114lofkv" }, { "id": "ot-cc-apply-protein", "shape": "mcq", "tags": [ "computation", "apply" ], "prompt": { "modality": "text", "value": "An AI system works out how to design a novel protein. In Mostaque's final distinction, which kind of intelligence is doing that work?" }, "options": [ { "modality": "text", "value": "Consciousness" }, { "modality": "text", "value": "Reality Anchoring" }, { "modality": "text", "value": "Computation" }, { "modality": "text", "value": "Meaning Making" } ], "correctIndex": 2, "explanation": "Designing a protein is a 'how' problem — the syntactic manipulation of data, AI's domain of Computation. Consciousness answers 'why'; Meaning Making and Reality Anchoring are human arts, not kinds of intelligence.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "uvycj11w5q5jr" }, { "id": "ot-things-not", "shape": "mcq", "tags": [ "things", "distinguish" ], "prompt": { "modality": "text", "value": "Which statement about the book's key concepts is NOT accurate?" }, "options": [ { "modality": "text", "value": "The Abundance Trap is the clash of intelligence abundance with economic scarcity", "short": "Abundance Trap: intelligence meets scarcity" }, { "modality": "text", "value": "Digital Feudalism is a return to hierarchical structures in a digital age", "short": "Digital Feudalism: digital-age hierarchy" }, { "modality": "text", "value": "The Factory School trained people to act as interchangeable parts in the economy", "short": "Factory School: made people interchangeable" }, { "modality": "text", "value": "The Intelligence Inversion is an education model originating in 19th-century Prussia", "short": "Intelligence Inversion: Prussian schooling" } ], "correctIndex": 3, "explanation": "The Factory School — not the Intelligence Inversion — is the compliance-driven education model out of 19th-century Prussia. The Intelligence Inversion is about intelligence becoming a scalable commodity. The other three are accurate.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1mzvu0i2d7py" }, { "id": "ot-order-gap", "shape": "mcq", "tags": [ "order", "chronology" ], "prompt": { "modality": "text", "value": "How many years separated the Bretton Woods conference from the fall of the Berlin Wall?" }, "options": [ { "modality": "text", "value": "45 years" }, { "modality": "text", "value": "70 years" }, { "modality": "text", "value": "30 years" }, { "modality": "text", "value": "55 years" } ], "correctIndex": 0, "explanation": "Bretton Woods came in 1944 and the Berlin Wall fell in 1989 — a gap of 45 years between the monetary order being fixed and the geopolitical order shifting.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "10cm7xv1i0q5sz" }, { "id": "fi-ot-meta-1", "tags": [ "metabolic-rift", "definition" ], "title": "The Metabolic Rift", "body": "Mostaque's Metabolic Rift names the physical gap between human labor and AI labor: human work is metabolic, needing food, rest, and shelter, while AI and robotic labor is non-metabolic, running on electricity alone.", "shape": "fact", "illustration": { "imageSearchTerm": "worker robot electricity contrast", "imagePrompt": "A tired human worker taking a meal break beside an industrial robot arm that keeps working, plugged into an electrical outlet.", "alt": "The Metabolic Rift", "depictable": true, "credit": "Pexels · Freek Wolsink · Pexels License", "creditUrl": "https://www.pexels.com/photo/industrial-robot-arm-in-a-manufacturing-facility-34207359/", "url": "https://cdn.recurxive.com/packs/last-economy/images/fi-ot-meta-1.webp" }, "uid": "1sn7dreu72jok" }, { "id": "fi-mcq-rw-l2-p2-obsolescence", "tags": [ "fourth-inversion", "intelligence-as-capital" ], "title": "From Labor to Capital", "body": "For most of history, intelligence was labor — scarce, valuable, and locked in human skulls. Mostaque says the fourth inversion turns it into capital instead: reproducible at near-zero marginal cost and able to improve itself recursively.", "shape": "fact", "illustration": { "imageSearchTerm": "gears building smaller copies", "imagePrompt": "An intricate machine of gears and cogs that appears to be assembling smaller copies of itself, symbolizing self-improving capital.", "alt": "From Labor to Capital", "depictable": false, "credit": "Unsplash · Tim Mossholder · Unsplash License", "creditUrl": "https://unsplash.com/photos/cogs-and-gears-GmvH5v9l3K4", "url": "https://cdn.recurxive.com/packs/last-economy/images/fi-mcq-rw-l2-p2-obsolescence.webp" }, "uid": "1d2ubye1ejbrx2" }, { "id": "fi-ot-critical-slowing-1", "tags": [ "critical-slowing-down", "harbingers" ], "title": "Critical Slowing Down", "body": "The first harbinger, Critical Slowing Down, shows up when a system takes longer and longer to recover from shocks as it nears a transition — steadily losing its capacity to self-correct.", "shape": "fact", "illustration": { "imageSearchTerm": "pendulum slowing motion arcs", "imagePrompt": "A pendulum swinging with visibly shrinking arcs, illustrating a system slowly losing its ability to recover.", "alt": "Critical Slowing Down", "depictable": false, "credit": "Unsplash · Spencer Liao · Unsplash License", "creditUrl": "https://unsplash.com/photos/silver-toggle-necklace-with-spherical-pendant-YDXfTERGuWs", "url": "https://cdn.recurxive.com/packs/last-economy/images/fi-ot-critical-slowing-1.webp" }, "uid": "hhy2veg08uao" }, { "id": "fi-mcq-suez-trade", "tags": [ "harbingers", "history" ], "title": "One Ship, Global Gridlock", "body": "When the container ship Ever Given blocked the Suez Canal, it halted roughly 12% of global trade — a single stuck ship freezing one of the world's key trade routes.", "shape": "fact", "illustration": { "imageSearchTerm": "Ever Given container ship", "imagePrompt": "A massive container ship wedged sideways across a narrow canal, blocking all traffic in the waterway.", "alt": "One Ship, Global Gridlock", "depictable": true, "credit": "Wikimedia Commons · Robert Schwemmer for NOAA's National Ocean Service · CC BY-SA 2.0", "creditUrl": "https://commons.wikimedia.org/wiki/File:Ever_Given_container_ship.jpg", "url": "https://cdn.recurxive.com/packs/last-economy/images/fi-mcq-suez-trade.webp" }, "uid": "va27m71lv8ech" }, { "id": "fi-ot-lie1-definition", "tags": [ "lie-1", "scarcity" ], "title": "Lie #1: Scarcity Is Fundamental", "body": "Lie #1 claims economics is fundamentally the study of allocating scarce resources — the scarcity assumption Mostaque argues AI's near-zero marginal cost demolishes.", "shape": "fact", "illustration": { "imageSearchTerm": "empty store shelves", "imagePrompt": "Bare, empty store shelves in stark lighting, symbolizing the assumption of scarce resources.", "alt": "Lie #1: Scarcity Is Fundamental", "depictable": false, "credit": "Jno.skinner (Openverse) · by-sa 4.0", "creditUrl": "https://commons.wikimedia.org/w/index.php?curid=100196966", "url": "https://cdn.recurxive.com/packs/last-economy/images/fi-ot-lie1-definition.webp" }, "uid": "xl81sxe510bv" }, { "id": "fi-ot-last-three-wikipedia", "tags": [ "lie-5", "gdp", "wikipedia" ], "title": "Wikipedia's GDP Paradox", "body": "Wikipedia gave billions of people free knowledge, yet by destroying the paid encyclopedia industry it registered as a negative contribution to GDP — proof, the guide argues, that the metric cannot see abundance.", "shape": "fact", "illustration": { "imageSearchTerm": "old encyclopedia books shelf", "imagePrompt": "A dusty set of old bound encyclopedia volumes on a shelf, beside a glowing laptop screen representing free online knowledge.", "alt": "Wikipedia's GDP Paradox", "depictable": true, "credit": "bradleygee (Openverse) · by 2.0", "creditUrl": "https://www.flickr.com/photos/13951072@N00/2532673887", "url": "https://cdn.recurxive.com/packs/last-economy/images/fi-ot-last-three-wikipedia.webp" }, "uid": "1hv9ap11y7qr6h" }, { "id": "fi-ot-prod-wage-productivity", "tags": [ "lie-7", "productivity" ], "title": "The Productivity-Wage Gap", "body": "From 1973 to 2023, U.S. worker productivity rose 246% while wages grew only 115% — evidence, the book argues, that the link between how much people produce and what they're paid has been severed.", "shape": "fact", "illustration": { "imageSearchTerm": "diverging line graph", "imagePrompt": "An unlabeled line graph showing two lines starting together then sharply diverging, one climbing steeply and one rising only slightly.", "alt": "The Productivity-Wage Gap", "depictable": false, "credit": "Pexels · Rafael Minguet Delgado · Pexels License", "creditUrl": "https://www.pexels.com/photo/colorful-financial-graph-chart-on-screen-39415759/", "url": "https://cdn.recurxive.com/packs/last-economy/images/fi-ot-prod-wage-productivity.webp" }, "uid": "19ytcpq1p0mog6" }, { "id": "fi-ot-gdp-origin-1", "tags": [ "kuznets", "gdp" ], "title": "GDP's Inventor Had Doubts", "body": "Simon Kuznets invented GDP in the 1930s — then spent his career warning that it was unsuitable as a measure of a nation's wellbeing.", "shape": "fact", "illustration": { "imageSearchTerm": "vintage economist desk ledger", "imagePrompt": "A vintage-era economist at a wooden desk covered in papers and simple line charts, working by lamplight.", "alt": "GDP's Inventor Had Doubts", "depictable": true, "credit": "Pexels · Strange Happenings · Pexels License", "creditUrl": "https://www.pexels.com/photo/abandoned-book-in-close-up-shot-12983115/", "url": "https://cdn.recurxive.com/packs/last-economy/images/fi-ot-gdp-origin-1.webp" }, "uid": "jxxdgjw6pmdp" }, { "id": "fi-ot-game-nash", "tags": [ "nash-equilibrium", "cold-war" ], "title": "A Planet of Rubble", "body": "Mostaque describes the Nash Equilibrium of the Cold War's Prisoner's Dilemma as 'a planet of rubble' — mutual defection and destruction, the result of pure rationality in a zero-information standoff with no Network Capital and no tomorrow.", "shape": "fact", "illustration": { "imageSearchTerm": "rubble ruins destroyed landscape", "imagePrompt": "A desolate landscape of concrete rubble and ruins stretching to the horizon under a gray sky.", "alt": "A Planet of Rubble", "depictable": true, "credit": "Unsplash · Jade Koroliuk · Unsplash License", "creditUrl": "https://unsplash.com/photos/a-very-large-building-that-has-been-destroyed-PH9S5SfpV0E", "url": "https://cdn.recurxive.com/packs/last-economy/images/fi-ot-game-nash.webp" }, "uid": "1juctze1ie1wc" }, { "id": "fi-ot-contract-2", "tags": [ "zuboff", "surveillance-capitalism" ], "title": "Zuboff's Surveillance Capitalism", "body": "Shoshana Zuboff's term Surveillance Capitalism names the practice of extracting and monetizing people's behavioral data without their consent — a digital-age betrayal of the old social bargain, carried out by firms rather than the state.", "shape": "fact", "illustration": { "imageSearchTerm": "digital surveillance data eye", "imagePrompt": "An abstract glowing eye made of flowing digital data streams and light particles, symbolizing surveillance of personal information.", "alt": "Zuboff's Surveillance Capitalism", "depictable": false, "credit": "Unsplash · Lianhao Qu · Unsplash License", "creditUrl": "https://unsplash.com/photos/assorted-color-security-cameras-LfaN1gswV5c", "url": "https://cdn.recurxive.com/packs/last-economy/images/fi-ot-contract-2.webp" }, "uid": "1uysvgs1bg9eay" }, { "id": "fi-ot-deflation-2", "tags": [ "deflation", "digital-feudalism" ], "title": "Digital Feudalism's Signature", "body": "In Mostaque's three futures, deflation is the economic signature of Digital Feudalism: AI-driven abundance pushes prices toward zero, even as ownership of that abundance concentrates upward into fewer hands.", "shape": "fact", "illustration": { "imageSearchTerm": "falling coins price collapse", "imagePrompt": "A large downward-pointing arrow formed of falling coins, symbolizing prices collapsing toward zero.", "alt": "Digital Feudalism's Signature", "depictable": false, "credit": "Pexels · Rafael Minguet Delgado · Pexels License", "creditUrl": "https://www.pexels.com/photo/bitcoin-cryptocurrency-with-stock-market-chart-39244125/", "url": "https://cdn.recurxive.com/packs/last-economy/images/fi-ot-deflation-2.webp" }, "uid": "eo834h10mu3n9" }, { "id": "fi-mcq-rw-l12-p2-state-money", "tags": [ "money-creation", "guardian-lattice", "fiat" ], "title": "The 97% Problem", "body": "Mostaque points out that over 97% of fiat currency is created not by democratic institutions but by commercial banks simply extending loans — a design flaw he says the Guardian Lattice's monetary layer is built to fix.", "shape": "fact", "illustration": { "imageSearchTerm": "bank building loan paperwork", "imagePrompt": "The exterior facade of a commercial bank building with columns, 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"Andre Carrotflower (Openverse) · by-sa 4.0", "creditUrl": "https://commons.wikimedia.org/w/index.php?curid=109164817", "url": "https://cdn.recurxive.com/packs/last-economy/images/fi-ot-state-2.webp" }, "uid": "b24fhu1j2kht6" }, { "id": "ot-cov-key-people-1", "shape": "mcq", "tags": [ "richard-whitney", "great-depression", "key-people" ], "prompt": { "modality": "text", "value": "What did Richard Whitney do after his attempt to stabilize the stock market before the Great Depression?" }, "options": [ { "modality": "text", "value": "He retired to write memoirs" }, { "modality": "text", "value": "He founded the SEC" }, { "modality": "text", "value": "He became Treasury Secretary" }, { "modality": "text", "value": "He served time in prison for embezzlement" } ], "correctIndex": 3, "explanation": "Richard Whitney tried to prop up the market before the Depression but later went to prison for embezzlement.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "bherh51ck849j" }, { "id": "ot-cov-key-people-2", "shape": "mcq", "tags": [ "richard-whitney", "wall-street", "key-people" ], "prompt": { "modality": "text", "value": "The book describes Richard Whitney as a Wall Street figure who tried, before the Depression, to do what?" }, "options": [ { "modality": "text", "value": "Stabilize the stock market" }, { "modality": "text", "value": "Break up monopolies" }, { "modality": "text", "value": "Regulate margin trading" }, { "modality": "text", "value": "Launch a hedge fund" } ], "correctIndex": 0, "explanation": "Whitney was a prominent 1920s Wall Street figure who attempted to stabilize the stock market before it crashed.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "ydia49121cv59" }, { "id": "ot-cov-key-people-3", "shape": "mcq", "tags": [ "james-watt", "industrial-revolution", "key-people" ], "prompt": { "modality": "text", "value": "James Watt, credited in the book with improving the steam engine, is described as a Scottish inventor in what field?" }, "options": [ { "modality": "text", "value": "Chemical engineering" }, { "modality": "text", "value": "Civil engineering" }, { "modality": "text", "value": "Mechanical engineering" }, { "modality": "text", "value": "Electrical engineering" } ], "correctIndex": 2, "explanation": "The book describes James Watt as a Scottish inventor and mechanical engineer.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "4bz4ub8rbimb" }, { "id": "ot-cov-key-people-4", "shape": "mcq", "tags": [ "james-watt", "industrial-revolution", "key-people" ], "prompt": { "modality": "text", "value": "Watt's steam engine improvements shifted economic value away from land toward what, per the book?" }, "options": [ { "modality": "text", "value": "Housing" }, { "modality": "text", "value": "Currency" }, { "modality": "text", "value": "Labor" }, { "modality": "text", "value": "Compute" } ], "correctIndex": 2, "explanation": "The book credits Watt's steam engine with shifting economic value from land to labor.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "17oj7gj1fb3hbp" }, { "id": "ot-cov-key-people-5", "shape": "mcq", "tags": [ "karl-marx", "capitalism", "key-people" ], "prompt": { "modality": "text", "value": "Karl Marx co-authored which 1848 work discussed in the book?" }, "options": [ { "modality": "text", "value": "The General Theory" }, { "modality": "text", "value": "Das Kapital" }, { "modality": "text", "value": "The Wealth of Nations" }, { "modality": "text", "value": "The Communist Manifesto" } ], "correctIndex": 3, "explanation": "The book notes Marx co-authored The Communist Manifesto in 1848.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "17rtto1vwfs2p" }, { "id": "ot-cov-key-people-6", "shape": "mcq", "tags": [ "karl-marx", "economic-theory", "key-people" ], "prompt": { "modality": "text", "value": "The book says Karl Marx's ideas on labor and value significantly influenced what?" }, "options": [ { "modality": "text", "value": "Agricultural policy" }, { "modality": "text", "value": "Economic theory" }, { "modality": "text", "value": "Religious doctrine" }, { "modality": "text", "value": "Military strategy" } ], "correctIndex": 1, "explanation": "Marx's ideas on labor and value are credited in the book with shaping economic theory.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1tcoxyc17b0g2m" }, { "id": "ot-cov-key-things-1", "shape": "mcq", "tags": [ "intelligence-inversion", "key-things", "last-economy" ], "prompt": { "modality": "text", "value": "What does the book's 'Intelligence Inversion' signify about the economy?" }, "options": [ { "modality": "text", "value": "Labor becoming scarce" }, { "modality": "text", "value": "Capital replacing land" }, { "modality": "text", "value": "Intelligence becoming a scalable commodity" }, { "modality": "text", "value": "GDP replacing wages" } ], "correctIndex": 2, "explanation": "The Intelligence Inversion marks intelligence becoming a scalable commodity, per the book.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "kblcjv19x6xwp" }, { "id": "ot-cov-key-things-2", "shape": "mcq", "tags": [ "intelligence-inversion", "key-things", "last-economy" ], "prompt": { "modality": "text", "value": "The Intelligence Inversion marks a shift in primary economic value from labor to what?" }, "options": [ { "modality": "text", "value": "AI" }, { "modality": "text", "value": "Land" }, { "modality": "text", "value": "Capital" }, { "modality": "text", "value": "Compute credits" } ], "correctIndex": 0, "explanation": "The book describes the Intelligence Inversion as the shift from labor to AI as the primary economic value.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1dkbmgfn4vltd" }, { "id": "ot-cov-key-things-3", "shape": "mcq", "tags": [ "abundance-trap", "key-things", "last-economy" ], "prompt": { "modality": "text", "value": "The Abundance Trap describes a conflict between intelligence abundance and what?" }, "options": [ { "modality": "text", "value": "A political crisis" }, { "modality": "text", "value": "Economic scarcity" }, { "modality": "text", "value": "A currency shortage" }, { "modality": "text", "value": "A labor surplus" } ], "correctIndex": 1, "explanation": "The Abundance Trap is the conflict between abundant intelligence and a scarcity-based economy.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "fq1z038sbzwv" }, { "id": "ot-cov-key-things-4", "shape": "mcq", "tags": [ "abundance-trap", "key-things", "last-economy" ], "prompt": { "modality": "text", "value": "According to the book, the Abundance Trap highlights the current economic system's failure to process intelligence as what?" }, "options": [ { "modality": "text", "value": "Debt" }, { "modality": "text", "value": "Currency" }, { "modality": "text", "value": "Labor" }, { "modality": "text", "value": "Wealth" } ], "correctIndex": 3, "explanation": "The book says the system fails to process abundant intelligence as wealth.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "zupn71adoz1t" }, { "id": "ot-cov-key-things-5", "shape": "mcq", "tags": [ "digital-feudalism", "key-things", "last-economy" ], "prompt": { "modality": "text", "value": "Digital Feudalism, per the book, reflects a return to what kind of structures in a digital age?" }, "options": [ { "modality": "text", "value": "Democratic structures" }, { "modality": "text", "value": "Meritocratic structures" }, { "modality": "text", "value": "Hierarchical structures" }, { "modality": "text", "value": "Cooperative structures" } ], "correctIndex": 2, "explanation": "Digital Feudalism is described as a return to hierarchical structures in a digital age.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1kdl9yb1byo5ht" }, { "id": "ot-cov-key-things-6", "shape": "mcq", "tags": [ "digital-feudalism", "key-things", "last-economy" ], "prompt": { "modality": "text", "value": "Digital Feudalism is described as the future that emerges if what happens?" }, "options": [ { "modality": "text", "value": "A universal basic income is enacted" }, { "modality": "text", "value": "No changes are made to current economic practices" }, { "modality": "text", "value": "AI regulation succeeds globally" }, { "modality": "text", "value": "Compute costs rise sharply" } ], "correctIndex": 1, "explanation": "The book presents Digital Feudalism as the default scenario if current economic practices go unchanged.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1vuuldd13gdiit" }, { "id": "ot-cov-key-events-1", "shape": "mcq", "tags": [ "luddites", "industrial-revolution", "key-events" ], "prompt": { "modality": "text", "value": "In 1811, the Luddites famously smashed weaving frames in which city, according to the book?" }, "options": [ { "modality": "text", "value": "Nottingham" }, { "modality": "text", "value": "Manchester" }, { "modality": "text", "value": "Liverpool" }, { "modality": "text", "value": "Birmingham" } ], "correctIndex": 0, "explanation": "The book places the 1811 frame-smashing in Nottingham.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1ty700hze3yaf" }, { "id": "ot-cov-key-events-2", "shape": "mcq", "tags": [ "luddites", "key-events", "last-economy" ], "prompt": { "modality": "text", "value": "The Luddites' Uprising was a movement protesting what, per the book?" }, "options": [ { "modality": "text", "value": "Child labor laws" }, { "modality": "text", "value": "Mechanization of their craft" }, { "modality": "text", "value": "Rising taxes" }, { "modality": "text", "value": "Enclosure of common land" } ], "correctIndex": 1, "explanation": "The Luddites protested the mechanization of their craft in early 19th-century England.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "790fe6d7c6iw" }, { "id": "ot-cov-key-events-3", "shape": "mcq", "tags": [ "industrial-revolution", "key-events", "last-economy" ], "prompt": { "modality": "text", "value": "What technology does the book credit as key to the Industrial Revolution?" }, "options": [ { "modality": "text", "value": "Electric motors" }, { "modality": "text", "value": "The telegraph" }, { "modality": "text", "value": "Steam power and machinery" }, { "modality": "text", "value": "The assembly line" } ], "correctIndex": 2, "explanation": "The book identifies steam power and machinery as key to the Industrial Revolution.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "vmooxb1umf953" }, { "id": "ot-cov-key-events-4", "shape": "mcq", "tags": [ "industrial-revolution", "key-events", "last-economy" ], "prompt": { "modality": "text", "value": "The Industrial Revolution, as described in the book, transitioned economies from agrarian to what?" }, "options": [ { "modality": "text", "value": "Agricultural cooperative" }, { "modality": "text", "value": "Service-based" }, { "modality": "text", "value": "Digital" }, { "modality": "text", "value": "Industrial manufacturing" } ], "correctIndex": 3, "explanation": "The book describes the Industrial Revolution as the shift from agrarian to industrial manufacturing economies.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "5bybg1qof31v" }, { "id": "ot-cov-key-events-5", "shape": "mcq", "tags": [ "2008-crisis", "key-events", "last-economy" ], "prompt": { "modality": "text", "value": "The 2008 Financial Crisis, per the book, was triggered by a collapse in what?" }, "options": [ { "modality": "text", "value": "Housing prices" }, { "modality": "text", "value": "Oil prices" }, { "modality": "text", "value": "Tech stock valuations" }, { "modality": "text", "value": "Currency exchange rates" } ], "correctIndex": 0, "explanation": "The book ties the 2008 crisis to a collapse in housing prices.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1ge1gxfeb26dv" }, { "id": "ot-cov-key-events-6", "shape": "mcq", "tags": [ "2008-crisis", "key-events", "last-economy" ], "prompt": { "modality": "text", "value": "The 2008 Financial Crisis is often linked in the book to what type of securities?" }, "options": [ { "modality": "text", "value": "Government bonds" }, { "modality": "text", "value": "Mortgage-backed securities" }, { "modality": "text", "value": "Corporate junk bonds" }, { "modality": "text", "value": "Municipal bonds" } ], "correctIndex": 1, "explanation": "The book links the 2008 crisis to risky mortgage-backed securities.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1wd93xshezyhq" }, { "id": "ot-cov-milestone-years-tech-1", "shape": "mcq", "tags": [ "penicillin", "milestone-years", "history" ], "prompt": { "modality": "text", "value": "In what year, per the book's timeline, was penicillin discovered?" }, "options": [ { "modality": "text", "value": "1928" }, { "modality": "text", "value": "1918" }, { "modality": "text", "value": "1938" }, { "modality": "text", "value": "1945" } ], "correctIndex": 0, "explanation": "The book's timeline dates the discovery of penicillin to 1928.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1fe3rfg16epyrk" }, { "id": "ot-cov-milestone-years-tech-2", "shape": "mcq", "tags": [ "penicillin", "milestone-years", "history" ], "prompt": { "modality": "text", "value": "The book places the discovery of penicillin closest to which of these years?" }, "options": [ { "modality": "text", "value": "1945" }, { "modality": "text", "value": "1938" }, { "modality": "text", "value": "1918" }, { "modality": "text", "value": "1928" } ], "correctIndex": 3, "explanation": "1928 is the year the book's timeline assigns to penicillin's discovery.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1tllt7d362hfz" }, { "id": "ot-cov-milestone-years-tech-3", "shape": "mcq", "tags": [ "dartmouth-ai", "milestone-years", "history" ], "prompt": { "modality": "text", "value": "The Dartmouth AI workshop, which coined the term 'artificial intelligence,' took place in what year per the book's timeline?" }, "options": [ { "modality": "text", "value": "1950" }, { "modality": "text", "value": "1943" }, { "modality": "text", "value": "1956" }, { "modality": "text", "value": "1969" } ], "correctIndex": 2, "explanation": "The book's timeline dates the Dartmouth AI workshop to 1956.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1m13144frzxpy" }, { "id": "ot-cov-milestone-years-tech-4", "shape": "mcq", "tags": [ "dartmouth-ai", "milestone-years", "history" ], "prompt": { "modality": "text", "value": "Which year does the book associate with the Dartmouth AI workshop?" }, "options": [ { "modality": "text", "value": "1956" }, { "modality": "text", "value": "1950" }, { "modality": "text", "value": "1943" }, { "modality": "text", "value": "1969" } ], "correctIndex": 0, "explanation": "1956 is the year the book's timeline assigns to the Dartmouth AI workshop.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "fuomim1hehiks" }, { "id": "ot-cov-milestone-years-tech-5", "shape": "mcq", "tags": [ "intel-4004", "milestone-years", "history" ], "prompt": { "modality": "text", "value": "The book dates the release of the Intel 4004 microprocessor to what year?" }, "options": [ { "modality": "text", "value": "1971" }, { "modality": "text", "value": "1981" }, { "modality": "text", "value": "1975" }, { "modality": "text", "value": "1965" } ], "correctIndex": 0, "explanation": "The book's timeline dates the Intel 4004 microprocessor's release to 1971.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "9tjs801y7123s" }, { "id": "ot-cov-milestone-years-tech-6", "shape": "mcq", "tags": [ "intel-4004", "milestone-years", "history" ], "prompt": { "modality": "text", "value": "Which year is given for the Intel 4004 microprocessor's release in the book's timeline?" }, "options": [ { "modality": "text", "value": "1971" }, { "modality": "text", "value": "1975" }, { "modality": "text", "value": "1965" }, { "modality": "text", "value": "1981" } ], "correctIndex": 0, "explanation": "1971 is the year the book's timeline assigns to the Intel 4004's release.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1et8aplpnc24t" }, { "id": "ot-cov-author-credibility-1", "shape": "mcq", "tags": [ "author", "mostaque", "the-last-economy" ], "prompt": { "modality": "text", "value": "Who wrote 'The Last Economy,' according to the book itself?" }, "options": [ { "modality": "text", "value": "Emad Mostaque" }, { "modality": "text", "value": "Simon Kuznets" }, { "modality": "text", "value": "Johannes Trithemius" }, { "modality": "text", "value": "John Maynard Keynes" } ], "correctIndex": 0, "explanation": "Emad Mostaque, founder of Stability AI, is the author of The Last Economy.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1ssvb0fu9renf" }, { "id": "ot-cov-author-credibility-2", "shape": "mcq", "tags": [ "author", "mostaque", "the-last-economy" ], "prompt": { "modality": "text", "value": "Under what imprint did Emad Mostaque publish 'The Last Economy'?" }, "options": [ { "modality": "text", "value": "Intelligent Internet" }, { "modality": "text", "value": "Macro Hedge Editions" }, { "modality": "text", "value": "Stability Press" }, { "modality": "text", "value": "Open Economy Books" } ], "correctIndex": 0, "explanation": "The book was published under Mostaque's Intelligent Internet imprint.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1v67f6ba9shwb" }, { "id": "ot-cov-arts-of-being-human-1", "shape": "mcq", "tags": [ "arts-of-being-human", "attention-architects" ], "prompt": { "modality": "text", "value": "What do Attention Architects design, as one of the four Arts of Being Human?" }, "options": [ { "modality": "text", "value": "Genuine belonging and community bonds" }, { "modality": "text", "value": "Bridges between the digital and physical worlds" }, { "modality": "text", "value": "Wisdom curated from an information flood" }, { "modality": "text", "value": "Mental environments that shape what deserves focus" } ], "correctIndex": 3, "explanation": "Mostaque describes Attention Architects as designers of mental environments — the human capacity to shape what deserves focus.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1lcehk41e9vdma" }, { "id": "ot-cov-arts-of-being-human-2", "shape": "mcq", "tags": [ "arts-of-being-human", "attention-architects" ], "prompt": { "modality": "text", "value": "Which of the four Arts of Being Human is described as designing mental environments?" }, "options": [ { "modality": "text", "value": "Meaning Makers" }, { "modality": "text", "value": "Relationship Weavers" }, { "modality": "text", "value": "Attention Architects" }, { "modality": "text", "value": "Reality Anchors" } ], "correctIndex": 2, "explanation": "Attention Architects are the art of designing mental environments, distinct from Relationship Weavers, Meaning Makers, and Reality Anchors.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "p15ioixsyjni" }, { "id": "ot-cov-arts-of-being-human-3", "shape": "mcq", "tags": [ "arts-of-being-human", "relationship-weavers" ], "prompt": { "modality": "text", "value": "What do Relationship Weavers engineer, per Mostaque's four Arts of Being Human?" }, "options": [ { "modality": "text", "value": "Bridges to the physical world" }, { "modality": "text", "value": "Mental environments" }, { "modality": "text", "value": "Wisdom from an information flood" }, { "modality": "text", "value": "Genuine belonging" } ], "correctIndex": 3, "explanation": "Relationship Weavers are the art of engineering genuine belonging, as distinct from the other three arts.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "m8laiev33t9o" }, { "id": "ot-cov-arts-of-being-human-4", "shape": "mcq", "tags": [ "arts-of-being-human", "relationship-weavers" ], "prompt": { "modality": "text", "value": "Which art is described as engineering genuine belonging in the Arts of Being Human?" }, "options": [ { "modality": "text", "value": "Relationship Weavers" }, { "modality": "text", "value": "Meaning Makers" }, { "modality": "text", "value": "Reality Anchors" }, { "modality": "text", "value": "Attention Architects" } ], "correctIndex": 0, "explanation": "Relationship Weavers engineer genuine belonging, distinguishing them from Attention Architects, Meaning Makers, and Reality Anchors.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "106yt8puebu8f" }, { "id": "ot-cov-arts-of-being-human-5", "shape": "mcq", "tags": [ "arts-of-being-human", "reality-anchors" ], "prompt": { "modality": "text", "value": "What do Reality Anchors do, as one of Mostaque's four Arts of Being Human?" }, "options": [ { "modality": "text", "value": "Curate information into wisdom" }, { "modality": "text", "value": "Engineer genuine belonging" }, { "modality": "text", "value": "Design mental environments" }, { "modality": "text", "value": "Bridge the digital and the physical" } ], "correctIndex": 3, "explanation": "Reality Anchors bridge the digital and the physical, a distinct role from the other three named arts.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1od7ump3yin59" }, { "id": "ot-cov-arts-of-being-human-6", "shape": "mcq", "tags": [ "arts-of-being-human", "reality-anchors" ], "prompt": { "modality": "text", "value": "Which of the four Arts of Being Human bridges the digital and physical worlds?" }, "options": [ { "modality": "text", "value": "Attention Architects" }, { "modality": "text", "value": "Meaning Makers" }, { "modality": "text", "value": "Reality Anchors" }, { "modality": "text", "value": "Relationship Weavers" } ], "correctIndex": 2, "explanation": "Reality Anchors bridge digital and physical experience, distinct from the focus, belonging, and meaning-making arts.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1ezbfgwtrrcr4" }, { "id": "ot-cov-physics-terms-1", "shape": "mcq", "tags": [ "three-flows-of-value", "circular-flow" ], "prompt": { "modality": "text", "value": "Which economist does Mostaque attach to the Circular Flow (abundance)?" }, "options": [ { "modality": "text", "value": "Friedrich Hayek" }, { "modality": "text", "value": "Adam Smith" }, { "modality": "text", "value": "John Maynard Keynes" }, { "modality": "text", "value": "Karl Marx" } ], "correctIndex": 3, "explanation": "The Three Flows map to Gradient (Adam Smith), Circular (Karl Marx), and Harmonic (Friedrich Hayek); Circular Flow is Marx's.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "nnt2os1w29ass" }, { "id": "ot-cov-physics-terms-2", "shape": "mcq", "tags": [ "three-flows-of-value", "circular-flow" ], "prompt": { "modality": "text", "value": "Circular Flow, the flow of abundance, is paired with which economist in the book's new-physics vocabulary?" }, "options": [ { "modality": "text", "value": "Adam Smith" }, { "modality": "text", "value": "Karl Marx" }, { "modality": "text", "value": "John Maynard Keynes" }, { "modality": "text", "value": "Friedrich Hayek" } ], "correctIndex": 1, "explanation": "Circular Flow is the abundance flow attached to Karl Marx, distinct from Smith's Gradient Flow and Hayek's Harmonic Flow.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "8ltdyg1th8wi0" }, { "id": "ot-cov-physics-terms-3", "shape": "mcq", "tags": [ "three-flows-of-value", "harmonic-flow" ], "prompt": { "modality": "text", "value": "Which economist does Mostaque attach to the Harmonic Flow (structure)?" }, "options": [ { "modality": "text", "value": "Karl Marx" }, { "modality": "text", "value": "Adam Smith" }, { "modality": "text", "value": "John Maynard Keynes" }, { "modality": "text", "value": "Friedrich Hayek" } ], "correctIndex": 3, "explanation": "Harmonic Flow, the flow of structure, is attached to Friedrich Hayek in the book's economist pairings.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "15don4o1mbv6bk" }, { "id": "ot-cov-physics-terms-4", "shape": "mcq", "tags": [ "three-flows-of-value", "harmonic-flow" ], "prompt": { "modality": "text", "value": "Harmonic Flow, the flow of structure, is paired with which economist?" }, "options": [ { "modality": "text", "value": "Friedrich Hayek" }, { "modality": "text", "value": "John Maynard Keynes" }, { "modality": "text", "value": "Karl Marx" }, { "modality": "text", "value": "Adam Smith" } ], "correctIndex": 0, "explanation": "Harmonic Flow is the structure flow attached to Friedrich Hayek, distinct from Smith's and Marx's pairings.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1d4ykoijrss0g" }, { "id": "ot-cov-meaning-crisis-1", "shape": "mcq", "tags": [ "meaning-crisis", "birth-rate" ], "prompt": { "modality": "text", "value": "What does Mostaque say the falling birth rate (about 1.6 children per woman) signals?" }, "options": [ { "modality": "text", "value": "That the future is worth building is eroding" }, { "modality": "text", "value": "That the Purpose Vacuum has been solved" }, { "modality": "text", "value": "That GDP is growing too slowly" }, { "modality": "text", "value": "That the Attention Annihilation has ended" } ], "correctIndex": 0, "explanation": "Mostaque presents the falling birth rate as a quiet signal that the civilizational substrate — belief the future is worth building — is eroding.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1qmp6mdh4jcc1" }, { "id": "ot-cov-meaning-crisis-2", "shape": "mcq", "tags": [ "meaning-crisis", "birth-rate" ], "prompt": { "modality": "text", "value": "In the book, a birth rate of about 1.6 children per woman is a signal of what?" }, "options": [ { "modality": "text", "value": "Erosion of the civilizational substrate" }, { "modality": "text", "value": "A recovering Friendship Recession" }, { "modality": "text", "value": "A booming Care and Craft economy" }, { "modality": "text", "value": "A successful GDP dashboard" } ], "correctIndex": 0, "explanation": "The falling birth rate is the book's quiet signal that the Meaning Crisis is eroding the civilizational substrate, not an economic success story.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "12yetgd12gzp6n" }, { "id": "ot-cov-meaning-crisis-3", "shape": "mcq", "tags": [ "meaning-crisis", "purpose-vacuum" ], "prompt": { "modality": "text", "value": "Which Meaning Crisis syndrome describes compensation and contribution having decoupled?" }, "options": [ { "modality": "text", "value": "The Friendship Recession" }, { "modality": "text", "value": "Digital Feudalism" }, { "modality": "text", "value": "The Purpose Vacuum" }, { "modality": "text", "value": "The Attention Annihilation" } ], "correctIndex": 2, "explanation": "The Purpose Vacuum names high-earning roles that add nothing meaningful — compensation and contribution have decoupled.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "hnyseh1fygrvf" }, { "id": "ot-cov-meaning-crisis-4", "shape": "mcq", "tags": [ "meaning-crisis", "friendship-recession" ], "prompt": { "modality": "text", "value": "Which syndrome describes deep friendship being replaced by monetized substitutes like therapy and parasocial media?" }, "options": [ { "modality": "text", "value": "The Inertia Defense" }, { "modality": "text", "value": "The Purpose Vacuum" }, { "modality": "text", "value": "The Attention Annihilation" }, { "modality": "text", "value": "The Friendship Recession" } ], "correctIndex": 3, "explanation": "The Friendship Recession names deep friendship's replacement by monetized substitutes, since it generates no transactions itself.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "13hebc2iuvfbk" }, { "id": "ot-cov-seven-fallacies-set-1", "shape": "mcq", "tags": [ "seven-fallacies", "luddites-ghost" ], "prompt": { "modality": "text", "value": "What argument does the 'Luddite's Ghost' fallacy make?" }, "options": [ { "modality": "text", "value": "Technology has always created more jobs than it destroys" }, { "modality": "text", "value": "AI will run out of energy before displacing workers" }, { "modality": "text", "value": "A Care and Craft economy will absorb displaced workers" }, { "modality": "text", "value": "Adoption friction will slow AI's impact" } ], "correctIndex": 0, "explanation": "The Luddite's Ghost rests on 250 years of history showing technology creates jobs faster than it destroys them.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1byub5e11zs700" }, { "id": "ot-cov-seven-fallacies-set-2", "shape": "mcq", "tags": [ "seven-fallacies", "luddites-ghost" ], "prompt": { "modality": "text", "value": "Which fallacy points to 250 years of history as reason technology won't destroy the economy this time?" }, "options": [ { "modality": "text", "value": "The Luddite's Ghost" }, { "modality": "text", "value": "The Inertia Defense" }, { "modality": "text", "value": "The Energy Brake" }, { "modality": "text", "value": "The Uniquely Human" } ], "correctIndex": 0, "explanation": "The Luddite's Ghost is the fallacy grounded in 250 years of history showing tech creates jobs faster than it destroys them.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "9mlou5viun5n" }, { "id": "ot-cov-seven-fallacies-set-3", "shape": "mcq", "tags": [ "seven-fallacies", "inertia-defense" ], "prompt": { "modality": "text", "value": "The 'Inertia Defense' fallacy argues AI's impact will be slowed by what, as with electricity?" }, "options": [ { "modality": "text", "value": "Energy scarcity" }, { "modality": "text", "value": "Adoption friction" }, { "modality": "text", "value": "Alignment research" }, { "modality": "text", "value": "A shrinking labor pool" } ], "correctIndex": 1, "explanation": "The Inertia Defense claims adoption friction, which slowed electricity's rollout for fifty years, will similarly slow AI.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "15n9ijd1c9e93d" }, { "id": "ot-cov-seven-fallacies-set-4", "shape": "mcq", "tags": [ "seven-fallacies", "inertia-defense" ], "prompt": { "modality": "text", "value": "Which fallacy cites electricity taking fifty years to transform America to argue for a slow AI transition?" }, "options": [ { "modality": "text", "value": "The Inertia Defense" }, { "modality": "text", "value": "The Uniquely Human" }, { "modality": "text", "value": "The Expert's Hubris" }, { "modality": "text", "value": "The Energy Brake" } ], "correctIndex": 0, "explanation": "The Inertia Defense uses electricity's fifty-year adoption curve as its model for why AI adoption should also be slow.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "nutmbu17q3ddo" }, { "id": "ot-cov-seven-fallacies-set-5", "shape": "mcq", "tags": [ "seven-fallacies", "uniquely-human" ], "prompt": { "modality": "text", "value": "The 'Uniquely Human' fallacy claims what kind of economy will absorb AI-displaced workers?" }, "options": [ { "modality": "text", "value": "A Care and Craft economy" }, { "modality": "text", "value": "A Symbiotic State economy" }, { "modality": "text", "value": "A Dual Currency economy" }, { "modality": "text", "value": "A Digital Feudalism economy" } ], "correctIndex": 0, "explanation": "The Uniquely Human fallacy argues a Care and Craft economy of empathy and authentic experience will absorb the displaced.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1xmi6bc1yvzukc" }, { "id": "ot-cov-seven-fallacies-set-6", "shape": "mcq", "tags": [ "seven-fallacies", "uniquely-human" ], "prompt": { "modality": "text", "value": "Which fallacy proposes that empathy and authentic human experience will create enough work for the displaced?" }, "options": [ { "modality": "text", "value": "The Energy Brake" }, { "modality": "text", "value": "The Inertia Defense" }, { "modality": "text", "value": "The Expert's Hubris" }, { "modality": "text", "value": "The Uniquely Human" } ], "correctIndex": 3, "explanation": "The Uniquely Human fallacy is the claim that a Care and Craft economy of empathy and judgment will absorb displaced workers.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "fo43tftyr8sn" }, { "id": "ot-cov-three-flows-1", "shape": "mcq", "tags": [ "three-flows", "circular-flow" ], "prompt": { "modality": "text", "value": "What makes a Circular Flow different from a Gradient Flow, per Mostaque?" }, "options": [ { "modality": "text", "value": "Self-reinforcing and accumulative, not depleting" }, { "modality": "text", "value": "A persistent channel shaped by institutions" }, { "modality": "text", "value": "Flows high to low, eliminating the difference" }, { "modality": "text", "value": "Reverses a voluntary exchange through force" } ], "correctIndex": 0, "explanation": "Circular Flow is self-reinforcing and accumulative — sharing an idea makes both parties richer — unlike the depleting Gradient Flow.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "131v0v2j888z2" }, { "id": "ot-cov-three-flows-2", "shape": "mcq", "tags": [ "three-flows", "circular-flow" ], "prompt": { "modality": "text", "value": "Which economist's formula for capital, M-C-M', does Mostaque cite as a precise description of Circular Flow?" }, "options": [ { "modality": "text", "value": "Friedrich Hayek" }, { "modality": "text", "value": "Adam Smith" }, { "modality": "text", "value": "Karl Marx" }, { "modality": "text", "value": "Thomas Piketty" } ], "correctIndex": 2, "explanation": "Marx's M-C-M' formula for capital is, in Mostaque's reading, a technically precise description of a Circular Flow.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "15mlq1x1dg9bcr" }, { "id": "ot-cov-obj-network-topologies-1", "shape": "mcq", "tags": [ "network-topology", "small-world" ], "prompt": { "modality": "text", "value": "Which network topology does Mostaque call the 'Innovation Engine'?" }, "options": [ { "modality": "text", "value": "Hub and Spoke" }, { "modality": "text", "value": "Small World" }, { "modality": "text", "value": "Preferential Attachment" }, { "modality": "text", "value": "Distributed Mesh" } ], "correctIndex": 1, "explanation": "Small World networks — tightly connected clusters joined by occasional long bridges — are the Innovation Engine; Hub and Spoke extracts, Distributed Mesh resists shocks.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "d5mt49g6d8w1" }, { "id": "ot-cov-obj-network-topologies-2", "shape": "mcq", "tags": [ "network-topology", "small-world" ], "prompt": { "modality": "text", "value": "What structural feature defines a Small World topology, per Mostaque?" }, "options": [ { "modality": "text", "value": "Every node connecting to several neighbors with no center" }, { "modality": "text", "value": "A persistent channel shaped by the space itself" }, { "modality": "text", "value": "All value flowing through one central node" }, { "modality": "text", "value": "Tightly connected clusters with occasional long bridges" } ], "correctIndex": 3, "explanation": "Small World networks are tightly connected clusters joined by occasional long bridges — the structure that lets ideas percolate and combine into disproportionate innovation.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "1a1284h1fn9fsn" }, { "id": "ot-cov-obj-network-topologies-3", "shape": "mcq", "tags": [ "network-topology", "distributed-mesh" ], "prompt": { "modality": "text", "value": "Which topology does Mostaque call the 'Resilience Engine'?" }, "options": [ { "modality": "text", "value": "Distributed Mesh" }, { "modality": "text", "value": "Small World" }, { "modality": "text", "value": "Hub and Spoke" }, { "modality": "text", "value": "Preferential Attachment" } ], "correctIndex": 0, "explanation": "Distributed Mesh has no center — every node connects to several neighbors — making it poor at concentrating capital but excellent at surviving shocks.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "cc5lxg10cpqu8" }, { "id": "ot-cov-obj-network-topologies-4", "shape": "mcq", "tags": [ "network-topology", "distributed-mesh" ], "prompt": { "modality": "text", "value": "What is true of a Distributed Mesh topology, according to Mostaque?" }, "options": [ { "modality": "text", "value": "Connects to several neighbors, no center, resists shocks" }, { "modality": "text", "value": "It concentrates capital efficiently at a single hub" }, { "modality": "text", "value": "It is brittle at the center but efficient at extraction" }, { "modality": "text", "value": "It relies on long bridges linking tightly-knit clusters" } ], "correctIndex": 0, "explanation": "Distributed Mesh (Bitcoin, village economies) has no center; every node connects to several neighbors, making it excellent at surviving shocks though poor at concentrating capital.", "source": { "label": "The Last Economy (book) — Objective Test" }, "uid": "13cna0xer1xv" } ], "lessons": [ { "id": "l1-window", "title": "The Thousand-Day Window", "order": 1, "studyGuidePath": "/packs/last-economy/guides/l1-p1-window.md", "parts": [ { "id": "l1-p1-window", "title": "The Thousand-Day Window", "order": 1, "itemIds": [ "fact-author", "fact-thousand-day", "fact-abundance-trap", "fact-two-dashboards", "def-oikonomia", "mcq-publisher-le", "fact-trithemius", "fact-three-futures-intro", "pair-keynes-longrun", "def-compute", "cz-trithemius", "cz-thousand-day", "cz-last-economy-def-compute", "tf-df-last-economy-def-oikonomia", "tf-d-last-economy-def-compute", "concept-rw-last-economy-the-great-fragmentation", "concept-rw-last-economy-human-symbiosis", "ot-author-2", "ot-author-3", "ot-author-4", "ot-author-5", "ot-window-1", "ot-window-2", "ot-window-3", "ot-window-4", "ot-window-5", "ot-vocab-1", "ot-vocab-2", "ot-vocab-3", "ot-vocab-4", "ot-vocab-5", "ot-futures-1", "ot-futures-2", "ot-futures-3", "ot-futures-4", "ot-futures-5", "ot-cov-author-credibility-1", "ot-cov-author-credibility-2" ], "studyGuideAnchor": "the-thousand-day-window", "studyGuidePath": "/packs/last-economy/guides/l1-p1-window.md" } ], "objectives": [ { "id": "obj-author-credibility", "statement": "Identify Emad Mostaque, founder of Stability AI, as the book's author, and recognize Keynes's 'long run' quote.", "demonstrationIds": [ "d-author" ] }, { "id": "obj-window-metaphor", "statement": "Explain the Thousand-Day Window as the phase-transition estimate of when the shift becomes irreversible, and the 'you are Trithemius' warning.", "demonstrationIds": [ "d-window" ] }, { "id": "obj-core-vocab", "statement": "Define the book's core vocabulary: oikonomia (household management) and compute.", "demonstrationIds": [ "d-oikonomia", "d-compute" ] }, { "id": "obj-three-futures", "statement": "Recognize two of the book's three stable futures: the Great Fragmentation and Human Symbiosis.", "demonstrationIds": [ "d-futures" ] } ], "demonstrations": [ { "id": "d-author", "itemIds": [ "mcq-publisher-le", "pair-keynes-longrun", "ot-cov-author-credibility-1", "ot-cov-author-credibility-2" ], "label": "Author & the Keynes inversion" }, { "id": "d-window", "itemIds": [ "cz-thousand-day", "cz-trithemius" ], "label": "The Window and Trithemius" }, { "id": "d-oikonomia", "itemIds": [ "def-oikonomia", "tf-df-last-economy-def-oikonomia" ], "label": "Oikonomia" }, { "id": "d-compute", "itemIds": [ "def-compute", "cz-last-economy-def-compute", "tf-d-last-economy-def-compute" ], "label": "Compute" }, { "id": "d-futures", "itemIds": [ "concept-rw-last-economy-the-great-fragmentation", "concept-rw-last-economy-human-symbiosis" ], "label": "Two of the three futures" } ], "objectiveTests": [ { "id": "test-author-credibility", "objectiveId": "obj-author-credibility", "title": "Author & Keynes inversion", "mcqIds": [ "mcq-publisher-le", "ot-author-2", "ot-author-3", "ot-author-4", "ot-author-5", "ot-cov-author-credibility-1", "ot-cov-author-credibility-2" ] }, { "id": "test-window-metaphor", "objectiveId": "obj-window-metaphor", "title": "The Thousand-Day Window", "mcqIds": [ "ot-window-1", "ot-window-2", "ot-window-3", "ot-window-4", "ot-window-5" ] }, { "id": "test-core-vocab", "objectiveId": "obj-core-vocab", "title": "Oikonomía & compute", "mcqIds": [ "ot-vocab-1", "ot-vocab-2", "ot-vocab-3", "ot-vocab-4", "ot-vocab-5" ] }, { "id": "test-three-futures", "objectiveId": "obj-three-futures", "title": "Three stable futures", "mcqIds": [ "ot-futures-1", "ot-futures-2", "ot-futures-3", "ot-futures-4", "ot-futures-5" ] } ] }, { "id": "l2-inversion", "title": "The Intelligence Inversion", "order": 2, "studyGuidePath": "/packs/last-economy/guides/l2-p1-four.md", "parts": [ { "id": "l2-p1-four", "title": "The four inversions", "order": 1, "itemIds": [ "fact-luddites", "def-intelligence-inversion", "fact-four-inversions", "fact-first-inversion", "fact-second-inversion", "numeric-river-rouge", "fact-third-inversion", "q-le-luddites-year", "q-le-four-sources", "q-le-transistor-year", "q-le-instagram-acq", "mcq-rw-l2-p1-four", "num-luddite", "cz-luddite-year", "cz-river-rouge", "cz-four-inversions", "tf-t-last-economy-q-le-four-sources", "tf-f-last-economy-q-le-instagram-acq", "concept-rw-last-economy-instagram", "concept-rw-last-economy-whatsapp", "concept-rw-last-economy-kodak", "concept-rw-last-economy-bell-labs", "ot-four-1", "ot-four-2", "ot-four-3", "ot-four-4", "ot-four-5", "ot-land-1", "ot-land-2", "ot-land-3", "ot-land-4", "ot-land-5", "ot-demat-1", "ot-demat-2", "ot-demat-3", "ot-demat-4" ], "studyGuideAnchor": "the-four-inversions", "studyGuidePath": "/packs/last-economy/guides/l2-p1-four.md" }, { "id": "l2-p2-obsolescence", "title": "The mathematics of obsolescence", "order": 2, "itemIds": [ "fact-fourth-inversion", "def-metabolic-rift", "numeric-chatgpt-users", "fact-no-refuge", "fact-nowhere-pivot", "mcq-rw-l2-p2-obsolescence", "tf-df-last-economy-def-metabolic-rift", "ot-intel-1", "ot-intel-2", "ot-intel-3", "ot-intel-4", "ot-meta-1", "ot-meta-2", "ot-meta-3", "ot-meta-4", "ot-meta-5", "fi-ot-meta-1", "fi-mcq-rw-l2-p2-obsolescence" ], "studyGuideAnchor": "the-mathematics-of-obsolescence", "studyGuidePath": "/packs/last-economy/guides/l2-p2-obsolescence.md" } ], "objectives": [ { "id": "obj-four-inversions", "statement": "Sequence the four sources of economic value in order: Land, Labor, Capital, Intelligence.", "demonstrationIds": [ "d-four-sources" ] }, { "id": "obj-inversion-landmarks", "statement": "Recall the landmark dates and figures marking the early inversions (Luddite uprising, Bell Labs transistor, Ford's River Rouge).", "demonstrationIds": [ "d-early-inversions", "d-industrial-figures" ] }, { "id": "obj-dematerialization", "statement": "Explain how capital dematerialized, using Venice, Kodak, Instagram, and WhatsApp as evidence.", "demonstrationIds": [ "d-demat-firms", "d-venice-whatsapp" ] }, { "id": "obj-intelligence-as-capital", "statement": "Define the Intelligence Inversion and explain how intelligence became reproducible capital, marked by ChatGPT's launch.", "demonstrationIds": [ "d-def-inversion" ] }, { "id": "obj-metabolic-rift", "statement": "Explain the Metabolic Rift as why the fourth inversion leaves no landing place for human labor.", "demonstrationIds": [ "d-metabolic" ] } ], "demonstrations": [ { "id": "d-four-sources", "itemIds": [ "q-le-four-sources", "cz-four-inversions", "tf-t-last-economy-q-le-four-sources" ], "label": "Land to Labor to Capital to Intelligence" }, { "id": "d-early-inversions", "itemIds": [ "q-le-luddites-year", "num-luddite", "cz-luddite-year" ], "label": "The Luddite uprising, 1811" }, { "id": "d-industrial-figures", "itemIds": [ "q-le-transistor-year", "concept-rw-last-economy-bell-labs", "numeric-river-rouge", "cz-river-rouge" ], "label": "Transistor & River Rouge", "requiredCorrect": 3 }, { "id": "d-demat-firms", "itemIds": [ "concept-rw-last-economy-instagram", "concept-rw-last-economy-kodak", "q-le-instagram-acq", "tf-f-last-economy-q-le-instagram-acq" ], "label": "Kodak vs Instagram", "requiredCorrect": 4 }, { "id": "d-venice-whatsapp", "itemIds": [ "mcq-rw-l2-p1-four", "concept-rw-last-economy-whatsapp" ], "label": "Venice & WhatsApp" }, { "id": "d-def-inversion", "itemIds": [ "def-intelligence-inversion", "numeric-chatgpt-users", "mcq-rw-l2-p2-obsolescence" ], "label": "Intelligence becomes capital" }, { "id": "d-metabolic", "itemIds": [ "def-metabolic-rift", "tf-df-last-economy-def-metabolic-rift" ], "label": "The Metabolic Rift" } ], "objectiveTests": [ { "id": "test-four-inversions", "objectiveId": "obj-four-inversions", "title": "The four inversions of value", "mcqIds": [ "ot-four-1", "ot-four-2", "ot-four-3", "ot-four-4", "ot-four-5" ] }, { "id": "test-inversion-landmarks", "objectiveId": "obj-inversion-landmarks", "title": "Inversion landmark dates & figures", "mcqIds": [ "ot-land-1", "ot-land-2", "ot-land-3", "ot-land-4", "ot-land-5" ] }, { "id": "test-dematerialization", "objectiveId": "obj-dematerialization", "title": "How capital dematerialized", "mcqIds": [ "mcq-rw-l2-p1-four", "ot-demat-1", "ot-demat-2", "ot-demat-3", "ot-demat-4" ] }, { "id": "test-intelligence-as-capital", "objectiveId": "obj-intelligence-as-capital", "title": "The Intelligence Inversion", "mcqIds": [ "mcq-rw-l2-p2-obsolescence", "ot-intel-1", "ot-intel-2", "ot-intel-3", "ot-intel-4" ] }, { "id": "test-metabolic-rift", "objectiveId": "obj-metabolic-rift", "title": "The Metabolic Rift", "mcqIds": [ "ot-meta-1", "ot-meta-2", "ot-meta-3", "ot-meta-4", "ot-meta-5" ] } ] }, { "id": "l3-harbingers", "title": "Harbingers of the Storm", "order": 3, "studyGuidePath": "/packs/last-economy/guides/l3-p1-four.md", "parts": [ { "id": "l3-p1-four", "title": "The four harbingers", "order": 1, "itemIds": [ "fact-harbingers-intro", "fact-whitney", "def-critical-slowing", "def-variance-explosion", "def-flickering", "fact-ever-given", "mcq-suez-trade", "cz-last-economy-def-critical-slowing", "tf-d-last-economy-def-critical-slowing", "tf-d-last-economy-def-variance-explosion", "tf-df-last-economy-def-flickering", "concept-rw-last-economy-critical-slowing-down", "concept-rw-last-economy-variance-explosion", "concept-rw-last-economy-flickering-between-states", "concept-rw-last-economy-correlation-length-explosion", "ot-critical-slowing-1", "ot-critical-slowing-2", "ot-critical-slowing-3", "ot-critical-slowing-4", "ot-critical-slowing-5", "ot-variance-1", "ot-variance-2", "ot-variance-3", "ot-variance-4", "ot-variance-5", "ot-flickering-1", "ot-flickering-2", "ot-flickering-3", "ot-flickering-4", "ot-flickering-5", "ot-correlation-1", "ot-correlation-2", "ot-correlation-3", "ot-correlation-4", "fi-ot-critical-slowing-1", "fi-mcq-suez-trade" ], "studyGuideAnchor": "the-four-harbingers", "studyGuidePath": "/packs/last-economy/guides/l3-p1-four.md" } ], "objectives": [ { "id": "obj-critical-slowing", "statement": "Define Critical Slowing Down, the first harbinger, as lengthening recovery time near a transition.", "demonstrationIds": [ "d-critical-slowing" ] }, { "id": "obj-variance-explosion", "statement": "Explain Variance Explosion, the second harbinger, where small inputs produce disproportionate outputs.", "demonstrationIds": [ "d-variance" ] }, { "id": "obj-flickering", "statement": "Recognize Flickering Between States, the third harbinger, where a system cannot resolve which state it belongs to.", "demonstrationIds": [ "d-flickering" ] }, { "id": "obj-correlation-length", "statement": "Explain Correlation Length Explosion, the fourth harbinger, using the Ever Given blocking the Suez Canal.", "demonstrationIds": [ "d-correlation" ] } ], "demonstrations": [ { "id": "d-critical-slowing", "itemIds": [ "def-critical-slowing", "cz-last-economy-def-critical-slowing", "tf-d-last-economy-def-critical-slowing", "concept-rw-last-economy-critical-slowing-down" ], "label": "Critical Slowing Down", "requiredCorrect": 3 }, { "id": "d-variance", "itemIds": [ "def-variance-explosion", "tf-d-last-economy-def-variance-explosion", "concept-rw-last-economy-variance-explosion" ], "label": "Variance Explosion" }, { "id": "d-flickering", "itemIds": [ "def-flickering", "tf-df-last-economy-def-flickering", "concept-rw-last-economy-flickering-between-states" ], "label": "Flickering Between States" }, { "id": "d-correlation", "itemIds": [ "mcq-suez-trade", "concept-rw-last-economy-correlation-length-explosion" ], "label": "Correlation Length & the Suez" } ], "objectiveTests": [ { "id": "test-critical-slowing", "objectiveId": "obj-critical-slowing", "title": "Critical Slowing Down", "mcqIds": [ "ot-critical-slowing-1", "ot-critical-slowing-2", "ot-critical-slowing-3", "ot-critical-slowing-4", "ot-critical-slowing-5" ] }, { "id": "test-variance-explosion", "objectiveId": "obj-variance-explosion", "title": "Variance Explosion", "mcqIds": [ "ot-variance-1", "ot-variance-2", "ot-variance-3", "ot-variance-4", "ot-variance-5" ] }, { "id": "test-flickering", "objectiveId": "obj-flickering", "title": "Flickering Between States", "mcqIds": [ "ot-flickering-1", "ot-flickering-2", "ot-flickering-3", "ot-flickering-4", "ot-flickering-5" ] }, { "id": "test-correlation-length", "objectiveId": "obj-correlation-length", "title": "Correlation Length Explosion", "mcqIds": [ "mcq-suez-trade", "ot-correlation-1", "ot-correlation-2", "ot-correlation-3", "ot-correlation-4" ] } ] }, { "id": "l4-lies", "title": "The Seven Fatal Lies", "order": 4, "studyGuidePath": "/packs/last-economy/guides/l4-p1-lies.md", "parts": [ { "id": "l4-p1-lies", "title": "The Factory School and the first lies", "order": 1, "itemIds": [ "fact-factory-school", "def-lie-scarcity", "numeric-mind-price", "fact-lie-labor", "fact-lie-growth", "fact-lie-equilibrium", "mcq-rw-l4-p1-lies", "tf-d-last-economy-def-lie-scarcity", "concept-rw-last-economy-scarcity-is-fundamental", "concept-rw-last-economy-human-labor-has-value", "concept-rw-last-economy-growth-requires-resources", "concept-rw-last-economy-markets-find-equilibrium", "ot-fs-critical-inquiry", "ot-lie1-definition", "ot-lie1-reality", "ot-fs-intentional", "ot-first-four-labor", "ot-first-four-mindprice", "ot-first-four-growth", "ot-first-four-equilibrium", "ot-first-four-not", "fi-ot-lie1-definition" ], "studyGuideAnchor": "the-factory-school-and-the-first-lies", "studyGuidePath": "/packs/last-economy/guides/l4-p1-lies.md" }, { "id": "l4-p2-lies", "title": "The rest of the lies and the Bonfire", "order": 2, "itemIds": [ "fact-lie-money", "fact-lie-rational", "fact-lie-distribution", "numeric-productivity-gap", "numeric-google-search", "q-le-lie-money", "q-le-wage-growth", "mcq-rw-l4-p2-lies", "tf-t-last-economy-q-le-lie-money", "concept-rw-last-economy-money-measures-value", "concept-rw-last-economy-rational-agents-optimize", "concept-rw-last-economy-distribution-follows-contribution", "ot-last-three-wikipedia", "ot-last-three-britannica", "ot-last-three-homoeconomicus", "ot-last-three-distribution", "ot-prod-wage-productivity", "ot-prod-wage-wages", "ot-prod-wage-conclusion", "ot-prod-wage-severed", "ot-prod-wage-gap-size", "fi-ot-last-three-wikipedia", "fi-ot-prod-wage-productivity" ], "studyGuideAnchor": "the-rest-of-the-lies-and-the-bonfire", "studyGuidePath": "/packs/last-economy/guides/l4-p2-lies.md" } ], "objectives": [ { "id": "obj-factory-scarcity", "statement": "Explain how the Prussian Factory School and Lie #1 (scarcity is fundamental) laid the groundwork for the other myths.", "demonstrationIds": [ "d-scarcity" ] }, { "id": "obj-first-four-lies", "statement": "Recognize the first four fatal lies (scarcity, human labor has value, growth requires resources, markets find equilibrium) and their evidence.", "demonstrationIds": [ "d-lies-1-4-concepts", "d-lies-evidence", "d-scarcity" ] }, { "id": "obj-last-three-lies", "statement": "Recognize lies 5-7 (money measures value, rational agents optimize, distribution follows contribution) and the platform mechanism behind Lie #6.", "demonstrationIds": [ "d-lies-5-7", "d-rational-agents" ] }, { "id": "obj-productivity-wage-gap", "statement": "Cite the 1973-2023 productivity-versus-wage divergence as evidence that distribution follows ownership, not contribution.", "demonstrationIds": [ "d-productivity-gap" ] } ], "demonstrations": [ { "id": "d-scarcity", "itemIds": [ "mcq-rw-l4-p1-lies", "def-lie-scarcity", "tf-d-last-economy-def-lie-scarcity", "concept-rw-last-economy-scarcity-is-fundamental" ], "label": "Factory School & Lie #1", "requiredCorrect": 4 }, { "id": "d-lies-1-4-concepts", "itemIds": [ "concept-rw-last-economy-human-labor-has-value", "concept-rw-last-economy-growth-requires-resources", "concept-rw-last-economy-markets-find-equilibrium" ], "label": "Lies 2-4" }, { "id": "d-lies-evidence", "itemIds": [ "numeric-mind-price", "numeric-google-search" ], "label": "Cheap minds & search monopoly" }, { "id": "d-lies-5-7", "itemIds": [ "q-le-lie-money", "tf-t-last-economy-q-le-lie-money", "concept-rw-last-economy-money-measures-value", "concept-rw-last-economy-distribution-follows-contribution" ], "label": "Lies 5 and 7", "requiredCorrect": 4 }, { "id": "d-rational-agents", "itemIds": [ "mcq-rw-l4-p2-lies", "concept-rw-last-economy-rational-agents-optimize" ], "label": "Homo economicus & variable-ratio reinforcement" }, { "id": "d-productivity-gap", "itemIds": [ "numeric-productivity-gap", "q-le-wage-growth" ], "label": "Productivity 246% vs wages 115%" } ], "objectiveTests": [ { "id": "test-factory-scarcity", "objectiveId": "obj-factory-scarcity", "title": "Factory School & Lie #1", "mcqIds": [ "mcq-rw-l4-p1-lies", "ot-fs-critical-inquiry", "ot-lie1-definition", "ot-lie1-reality", "ot-fs-intentional" ] }, { "id": "test-first-four-lies", "objectiveId": "obj-first-four-lies", "title": "The First Four Lies", "mcqIds": [ "ot-first-four-labor", "ot-first-four-mindprice", "ot-first-four-growth", "ot-first-four-equilibrium", "ot-first-four-not" ] }, { "id": "test-last-three-lies", "objectiveId": "obj-last-three-lies", "title": "Lies 5-7 & the Bonfire", "mcqIds": [ "mcq-rw-l4-p2-lies", "ot-last-three-wikipedia", "ot-last-three-britannica", "ot-last-three-homoeconomicus", "ot-last-three-distribution" ] }, { "id": "test-productivity-wage-gap", "objectiveId": "obj-productivity-wage-gap", "title": "Productivity vs. Wages", "mcqIds": [ "ot-prod-wage-productivity", "ot-prod-wage-wages", "ot-prod-wage-gap-size", "ot-prod-wage-conclusion", "ot-prod-wage-severed" ] } ] }, { "id": "l5-dashboard", "title": "The Dashboard for Insanity", "order": 5, "studyGuidePath": "/packs/last-economy/guides/l5-p1-dashboard.md", "parts": [ { "id": "l5-p1-dashboard", "title": "GDP and the Meaning Crisis", "order": 1, "itemIds": [ "fact-dashboard-insanity", "pair-kuznets", "fact-hurricane-cancer", "numeric-cancer-gdp", "def-goodharts-law", "fact-abundance-paradox", "fact-meaning-crisis", "numeric-birthrate", "mcq-rw-l5-p1-dashboard", "cz-dashboards", "tf-df-last-economy-def-goodharts-law", "concept-rw-last-economy-the-friendship-recession", "concept-rw-last-economy-the-purpose-vacuum", "concept-rw-last-economy-the-attention-annihilation", "ot-gdp-origin-1", "ot-gdp-origin-2", "ot-gdp-origin-3", "ot-gdp-origin-4", "ot-gdp-origin-5", "ot-perversity-1", "ot-perversity-2", "ot-perversity-3", "ot-perversity-4", "ot-meaning-1", "ot-meaning-2", "ot-meaning-3", "ot-meaning-4", "ot-meaning-5", "fi-ot-gdp-origin-1", "ot-cov-meaning-crisis-1", "ot-cov-meaning-crisis-2", "ot-cov-meaning-crisis-3", "ot-cov-meaning-crisis-4" ], "studyGuideAnchor": "gdp-and-the-meaning-crisis", "studyGuidePath": "/packs/last-economy/guides/l5-p1-dashboard.md" } ], "objectives": [ { "id": "obj-gdp-origin", "statement": "Identify Simon Kuznets as GDP's inventor who warned against its misuse, and explain Goodhart's Law.", "demonstrationIds": [ "d-kuznets-goodhart" ] }, { "id": "obj-perversity", "statement": "Explain how optimizing for GDP rewards perverse outcomes (a cancer case as stimulus) and cannot register abundance (the Human Genome Project).", "demonstrationIds": [ "d-perversity" ] }, { "id": "obj-meaning-crisis", "statement": "Recognize the three syndromes of the Meaning Crisis (Friendship Recession, Purpose Vacuum, Attention Annihilation) and the falling birth rate as its signal.", "demonstrationIds": [ "d-syndromes" ] } ], "demonstrations": [ { "id": "d-kuznets-goodhart", "itemIds": [ "pair-kuznets", "def-goodharts-law", "tf-df-last-economy-def-goodharts-law" ], "label": "Kuznets & Goodhart's Law" }, { "id": "d-perversity", "itemIds": [ "numeric-cancer-gdp", "mcq-rw-l5-p1-dashboard", "cz-dashboards" ], "label": "The Perversity Gallery & two dashboards" }, { "id": "d-syndromes", "itemIds": [ "concept-rw-last-economy-the-friendship-recession", "concept-rw-last-economy-the-purpose-vacuum", "concept-rw-last-economy-the-attention-annihilation", "numeric-birthrate", "ot-cov-meaning-crisis-1", "ot-cov-meaning-crisis-2", "ot-cov-meaning-crisis-3", "ot-cov-meaning-crisis-4" ], "label": "Three syndromes & the birth rate", "requiredCorrect": 3 } ], "objectiveTests": [ { "id": "test-gdp-origin", "objectiveId": "obj-gdp-origin", "title": "Kuznets & Goodhart's Law", "mcqIds": [ "ot-gdp-origin-1", "ot-gdp-origin-2", "ot-gdp-origin-3", "ot-gdp-origin-4", "ot-gdp-origin-5" ] }, { "id": "test-perversity", "objectiveId": "obj-perversity", "title": "GDP's Perverse Incentives", "mcqIds": [ "mcq-rw-l5-p1-dashboard", "ot-perversity-1", "ot-perversity-2", "ot-perversity-3", "ot-perversity-4" ] }, { "id": "test-meaning-crisis", "objectiveId": "obj-meaning-crisis", "title": "The Meaning Crisis", "mcqIds": [ "ot-meaning-1", "ot-meaning-2", "ot-meaning-3", "ot-meaning-4", "ot-meaning-5", "ot-cov-meaning-crisis-1", "ot-cov-meaning-crisis-2", "ot-cov-meaning-crisis-3", "ot-cov-meaning-crisis-4" ] } ] }, { "id": "l6-trial", "title": "The Trial by Fire", "order": 6, "studyGuidePath": "/packs/last-economy/guides/l6-p1-fallacies.md", "parts": [ { "id": "l6-p1-fallacies", "title": "Seven deadly fallacies", "order": 1, "itemIds": [ "fact-trial-by-fire", "fact-fallacy-history", "fact-fallacy-friction", "fact-fallacy-humanism", "fact-fallacy-control", "fact-fallacy-physics", "fact-fallacy-solutionism", "fact-fallacy-homeostasis", "q-le-fallacy-count", "q-le-fallacy-history", "q-le-fallacy-humanism", "q-le-fallacy-control", "mcq-rw-l6-p1-fallacies", "tf-t-last-economy-q-le-fallacy-history", "tf-f-last-economy-q-le-fallacy-control", "concept-rw-last-economy-the-luddite-s-ghost", "concept-rw-last-economy-the-inertia-defense", "concept-rw-last-economy-the-uniquely-human", "concept-rw-last-economy-the-expert-s-hubris", "concept-rw-last-economy-the-energy-brake", "ot-fallacy-set-1", "ot-fallacy-set-2", "ot-fallacy-set-3", "ot-fallacy-set-4", "ot-fallacy-set-5", "ot-agent-scale-1", "ot-agent-scale-2", "ot-agent-scale-3", "ot-agent-scale-4", "ot-agent-scale-5", "ot-align-energy-1", "ot-align-energy-2", "ot-align-energy-3", "ot-align-energy-4", "ot-cov-seven-fallacies-set-1", "ot-cov-seven-fallacies-set-2", "ot-cov-seven-fallacies-set-3", "ot-cov-seven-fallacies-set-4", "ot-cov-seven-fallacies-set-5", "ot-cov-seven-fallacies-set-6" ], "studyGuideAnchor": "seven-deadly-fallacies", "studyGuidePath": "/packs/last-economy/guides/l6-p1-fallacies.md" } ], "objectives": [ { "id": "obj-seven-fallacies-set", "statement": "Recognize that Mostaque steelmans seven deadly fallacies, and name five: Luddite's Ghost, Inertia Defense, Uniquely Human, Expert's Hubris, Energy Brake.", "demonstrationIds": [ "d-fallacy-names", "d-fallacy-names2" ] }, { "id": "obj-rebuttals-agent-scale", "statement": "Explain the rebuttals to the Luddite's Ghost (AI is an agent, not a tool) and the Uniquely Human fallacy (a boutique economy for the rich).", "demonstrationIds": [ "d-history-humanism" ] }, { "id": "obj-rebuttals-alignment-energy", "statement": "Explain the rebuttals to the Expert's Hubris (alignment unsolved, race favors speed) and the Energy Brake (intelligence unlocks energy).", "demonstrationIds": [ "d-control-energy" ] } ], "demonstrations": [ { "id": "d-fallacy-names", "itemIds": [ "q-le-fallacy-count", "concept-rw-last-economy-the-luddite-s-ghost", "concept-rw-last-economy-the-inertia-defense", "concept-rw-last-economy-the-uniquely-human", "ot-cov-seven-fallacies-set-1", "ot-cov-seven-fallacies-set-2", "ot-cov-seven-fallacies-set-3", "ot-cov-seven-fallacies-set-4", "ot-cov-seven-fallacies-set-5", "ot-cov-seven-fallacies-set-6" ], "label": "Naming the fallacies (1)", "requiredCorrect": 3 }, { "id": "d-fallacy-names2", "itemIds": [ "concept-rw-last-economy-the-expert-s-hubris", "concept-rw-last-economy-the-energy-brake" ], "label": "Naming the fallacies (2)" }, { "id": "d-history-humanism", "itemIds": [ "q-le-fallacy-history", "tf-t-last-economy-q-le-fallacy-history", "q-le-fallacy-humanism" ], "label": "Agent-not-tool & boutique economy", "requiredCorrect": 3 }, { "id": "d-control-energy", "itemIds": [ "q-le-fallacy-control", "tf-f-last-economy-q-le-fallacy-control", "mcq-rw-l6-p1-fallacies" ], "label": "Alignment doubts & the energy rebuttal" } ], "objectiveTests": [ { "id": "test-seven-fallacies-set", "objectiveId": "obj-seven-fallacies-set", "title": "The Seven Deadly Fallacies", "mcqIds": [ "ot-fallacy-set-1", "ot-fallacy-set-2", "ot-fallacy-set-3", "ot-fallacy-set-4", "ot-fallacy-set-5", "ot-cov-seven-fallacies-set-1", "ot-cov-seven-fallacies-set-2", "ot-cov-seven-fallacies-set-3", "ot-cov-seven-fallacies-set-4", "ot-cov-seven-fallacies-set-5" ] }, { "id": "test-rebuttals-agent-scale", "objectiveId": "obj-rebuttals-agent-scale", "title": "Luddite & Uniquely Human Rebuttals", "mcqIds": [ "ot-agent-scale-1", "ot-agent-scale-2", "ot-agent-scale-3", "ot-agent-scale-4", "ot-agent-scale-5" ] }, { "id": "test-rebuttals-alignment-energy", "objectiveId": "obj-rebuttals-alignment-energy", "title": "Alignment & Energy Rebuttals", "mcqIds": [ "mcq-rw-l6-p1-fallacies", "ot-align-energy-1", "ot-align-energy-2", "ot-align-energy-3", "ot-align-energy-4" ] } ] }, { "id": "l7-physics", "title": "The New Physics: Intelligence Theory", "order": 7, "studyGuidePath": "/packs/last-economy/guides/l7-p1-physics.md", "parts": [ { "id": "l7-p1-physics", "title": "Intelligence Theory", "order": 1, "itemIds": [ "fact-second-law", "fact-maxwells-demon", "fact-landauer", "numeric-landauer-year", "def-intelligence-theory", "fact-persistence-bridge", "fact-three-costs", "fact-ai-perfect-sorter", "mcq-rw-l7-p1-physics", "num-kapital", "num-maxwell-demon", "tf-d-last-economy-def-intelligence-theory", "concept-rw-last-economy-arthur-eddington", "concept-rw-last-economy-james-clerk-maxwell", "concept-rw-last-economy-rolf-landauer", "ot-it-def-1", "ot-it-def-2", "ot-it-def-3", "ot-it-def-4", "ot-it-def-5", "ot-maxwell-1", "ot-maxwell-2", "ot-maxwell-3", "ot-maxwell-4", "ot-maxwell-5", "ot-landauer-1", "ot-landauer-2", "ot-landauer-3", "ot-landauer-4" ], "studyGuideAnchor": "intelligence-theory", "studyGuidePath": "/packs/last-economy/guides/l7-p1-physics.md" } ], "objectives": [ { "id": "obj-intelligence-theory-def", "statement": "Define Intelligence Theory as the physics of value creation, grounded in the Second Law of Thermodynamics that Eddington called the supreme law.", "demonstrationIds": [ "d-it-def" ] }, { "id": "obj-maxwell-demon", "statement": "Explain Maxwell's Demon as the secret of value creation through sorting, published the same year as Das Kapital.", "demonstrationIds": [ "d-maxwell" ] }, { "id": "obj-landauer-cost", "statement": "Explain how Landauer resolved the paradox in 1961 by proving intelligence has an irreducible thermodynamic cost.", "demonstrationIds": [ "d-landauer" ] } ], "demonstrations": [ { "id": "d-it-def", "itemIds": [ "def-intelligence-theory", "tf-d-last-economy-def-intelligence-theory", "concept-rw-last-economy-arthur-eddington" ], "label": "Intelligence Theory & Eddington" }, { "id": "d-maxwell", "itemIds": [ "concept-rw-last-economy-james-clerk-maxwell", "num-maxwell-demon", "num-kapital" ], "label": "Maxwell's Demon, 1867" }, { "id": "d-landauer", "itemIds": [ "numeric-landauer-year", "mcq-rw-l7-p1-physics", "concept-rw-last-economy-rolf-landauer" ], "label": "Landauer's Principle" } ], "objectiveTests": [ { "id": "test-intelligence-theory-def", "objectiveId": "obj-intelligence-theory-def", "title": "Intelligence Theory & the Second Law", "mcqIds": [ "ot-it-def-1", "ot-it-def-2", "ot-it-def-3", "ot-it-def-4", "ot-it-def-5" ] }, { "id": "test-maxwell-demon", "objectiveId": "obj-maxwell-demon", "title": "Maxwell's Demon & Sorting", "mcqIds": [ "ot-maxwell-1", "ot-maxwell-2", "ot-maxwell-3", "ot-maxwell-4", "ot-maxwell-5" ] }, { "id": "test-landauer-cost", "objectiveId": "obj-landauer-cost", "title": "Landauer & the Cost of Thinking", "mcqIds": [ "mcq-rw-l7-p1-physics", "ot-landauer-1", "ot-landauer-2", "ot-landauer-3", "ot-landauer-4" ] } ] }, { "id": "l8-generative-mind", "title": "The Generative Engine & MIND", "order": 8, "studyGuidePath": "/packs/last-economy/guides/l8-p1-generative-mind.md", "parts": [ { "id": "l8-p1-generative-mind", "title": "The Generative Engine and the MIND Dashboard", "order": 1, "itemIds": [ "fact-diffusion-model", "def-generative-engine", "fact-law-flow", "fact-law-openness", "fact-law-resilience", "fact-costa-rica", "def-mind-capitals", "fact-multiplication", "fact-alexandria", "def-inference", "mcq-rw-l8-p1-generative-mind", "cz-last-economy-def-inference", "tf-d-last-economy-def-generative-engine", "tf-d-last-economy-def-inference", "concept-rw-last-economy-cahokia", "concept-rw-last-economy-tokugawa-japan", "concept-rw-last-economy-costa-rica", "concept-rw-last-economy-the-soviet-union", "concept-rw-last-economy-the-library-of-alexandria", "ot-gen-engine-1", "ot-gen-engine-2", "ot-gen-engine-3", "ot-gen-engine-4", "ot-gen-engine-5", "ot-laws-1", "ot-laws-2", "ot-laws-3", "ot-laws-4", "ot-laws-5", "ot-mind-1", "ot-mind-2", "ot-mind-3", "ot-mind-4" ], "studyGuideAnchor": "the-generative-engine-and-the-mind-dashboard", "studyGuidePath": "/packs/last-economy/guides/l8-p1-generative-mind.md" } ], "objectives": [ { "id": "obj-generative-engine", "statement": "Explain the Generative Engine (diffusion's forward and reverse process) as the algorithm of creation, distinct from inference.", "demonstrationIds": [ "d-gen-engine", "d-inference" ] }, { "id": "obj-three-laws-mirrors", "statement": "Match the historical case studies (Cahokia, Tokugawa Japan, Costa Rica) to the operating laws of Flow, Openness, and portfolio balance they illustrate.", "demonstrationIds": [ "d-laws-mirrors" ] }, { "id": "obj-mind-capitals", "statement": "Explain M × I × N × D as multiplicative — a zero anywhere collapses vitality (the Soviet Union), while Intelligence Capital grows when shared.", "demonstrationIds": [ "d-mind" ] } ], "demonstrations": [ { "id": "d-gen-engine", "itemIds": [ "def-generative-engine", "tf-d-last-economy-def-generative-engine" ], "label": "The Generative Engine" }, { "id": "d-inference", "itemIds": [ "def-inference", "cz-last-economy-def-inference", "tf-d-last-economy-def-inference" ], "label": "Inference vs generation" }, { "id": "d-laws-mirrors", "itemIds": [ "concept-rw-last-economy-cahokia", "concept-rw-last-economy-tokugawa-japan", "concept-rw-last-economy-costa-rica" ], "label": "Historical mirrors of the laws" }, { "id": "d-mind", "itemIds": [ "def-mind-capitals", "mcq-rw-l8-p1-generative-mind", "concept-rw-last-economy-the-soviet-union", "concept-rw-last-economy-the-library-of-alexandria" ], "label": "MIND multiplies", "requiredCorrect": 3 } ], "objectiveTests": [ { "id": "test-generative-engine", "objectiveId": "obj-generative-engine", "title": "The Generative Engine", "mcqIds": [ "ot-gen-engine-1", "ot-gen-engine-2", "ot-gen-engine-3", "ot-gen-engine-4", "ot-gen-engine-5" ] }, { "id": "test-three-laws-mirrors", "objectiveId": "obj-three-laws-mirrors", "title": "Laws & Historical Mirrors", "mcqIds": [ "ot-laws-1", "ot-laws-2", "ot-laws-3", "ot-laws-4", "ot-laws-5" ] }, { "id": "test-mind-capitals", "objectiveId": "obj-mind-capitals", "title": "M x I x N x D Capitals", "mcqIds": [ "mcq-rw-l8-p1-generative-mind", "ot-mind-1", "ot-mind-2", "ot-mind-3", "ot-mind-4" ] } ] }, { "id": "l9-flows-network", "title": "The Three Flows & Network Prison", "order": 9, "studyGuidePath": "/packs/last-economy/guides/l9-p1-flows.md", "parts": [ { "id": "l9-p1-flows", "title": "The Three Flows", "order": 1, "itemIds": [ "fact-blind-scholars", "def-hodge", "fact-gradient-flow", "fact-circular-flow", "fact-harmonic-flow", "fact-three-flows-day", "fact-coercion", "mcq-rw-l9-p1-flows", "tf-d-last-economy-def-hodge", "concept-rw-last-economy-gradient-flow", "concept-rw-last-economy-circular-flow", "concept-rw-last-economy-harmonic-flow", "ot-flows-hodge", "ot-flows-gradient", "ot-flows-circular", "ot-flows-not", "ot-cov-three-flows-1", "ot-cov-three-flows-2" ], "studyGuideAnchor": "the-three-flows", "studyGuidePath": "/packs/last-economy/guides/l9-p1-flows.md" }, { "id": "l9-p2-network", "title": "The Network Prison", "order": 2, "itemIds": [ "fact-network-prison", "fact-power-laws", "fact-r-greater-g", "pair-piketty", "fact-three-topologies", "fact-great-exclusion", "fact-topology-thought", "mcq-rw-l9-p2-network", "tf-t-last-economy-pair-piketty", "concept-rw-last-economy-hub-and-spoke", "concept-rw-last-economy-small-world", "concept-rw-last-economy-distributed-mesh", "ot-topo-smallworld", "ot-topo-mesh", "ot-topo-thought", "ot-topo-not", "ot-piketty-who", "ot-piketty-meaning", "ot-piketty-ai", "ot-piketty-flows", "ot-piketty-gap", "ot-cov-obj-network-topologies-1", "ot-cov-obj-network-topologies-2", "ot-cov-obj-network-topologies-3", "ot-cov-obj-network-topologies-4" ], "studyGuideAnchor": "the-network-prison", "studyGuidePath": "/packs/last-economy/guides/l9-p2-network.md" } ], "objectives": [ { "id": "obj-three-flows", "statement": "Distinguish Gradient, Circular, and Harmonic Flow, derived from the Hodge Decomposition of any flow into three components.", "demonstrationIds": [ "d-flows-def", "d-flows-types" ] }, { "id": "obj-network-topologies", "statement": "Identify the three topologies of power (Hub and Spoke, Small World, Distributed Mesh) and which is the extraction engine.", "demonstrationIds": [ "d-topologies" ] }, { "id": "obj-piketty-rg", "statement": "Explain Piketty's r > g and its physical reading as exponential circular flow outrunning linear gradient flow.", "demonstrationIds": [ "d-piketty" ] } ], "demonstrations": [ { "id": "d-flows-def", "itemIds": [ "def-hodge", "tf-d-last-economy-def-hodge", "ot-cov-three-flows-1", "ot-cov-three-flows-2" ], "label": "The Three Flows / Hodge" }, { "id": "d-flows-types", "itemIds": [ "concept-rw-last-economy-gradient-flow", "concept-rw-last-economy-circular-flow", "concept-rw-last-economy-harmonic-flow", "mcq-rw-l9-p1-flows" ], "label": "Gradient, Circular, Harmonic", "requiredCorrect": 3 }, { "id": "d-topologies", "itemIds": [ "concept-rw-last-economy-hub-and-spoke", "concept-rw-last-economy-small-world", "concept-rw-last-economy-distributed-mesh", "mcq-rw-l9-p2-network", "ot-cov-obj-network-topologies-1", "ot-cov-obj-network-topologies-2", "ot-cov-obj-network-topologies-3", "ot-cov-obj-network-topologies-4" ], "label": "Three topologies of power", "requiredCorrect": 3 }, { "id": "d-piketty", "itemIds": [ "ot-piketty-meaning", "ot-piketty-flows" ], "requiredCorrect": 2, "label": "Piketty's r > g and its physical reading" } ], "objectiveTests": [ { "id": "test-three-flows", "objectiveId": "obj-three-flows", "title": "The Three Flows", "mcqIds": [ "mcq-rw-l9-p1-flows", "ot-flows-hodge", "ot-flows-gradient", "ot-flows-circular", "ot-flows-not", "ot-cov-three-flows-1", "ot-cov-three-flows-2" ] }, { "id": "test-network-topologies", "objectiveId": "obj-network-topologies", "title": "Three Topologies of Power", "mcqIds": [ "mcq-rw-l9-p2-network", "ot-topo-smallworld", "ot-topo-mesh", "ot-topo-thought", "ot-topo-not", "ot-cov-obj-network-topologies-1", "ot-cov-obj-network-topologies-2", "ot-cov-obj-network-topologies-3", "ot-cov-obj-network-topologies-4" ] }, { "id": "test-piketty-rg", "objectiveId": "obj-piketty-rg", "title": "Piketty's r > g", "mcqIds": [ "ot-piketty-who", "ot-piketty-meaning", "ot-piketty-flows", "ot-piketty-gap", "ot-piketty-ai" ] } ] }, { "id": "l10-firm-game", "title": "Firm, Market & Game Theory", "order": 10, "studyGuidePath": "/packs/last-economy/guides/l10-p1-firm.md", "parts": [ { "id": "l10-p1-firm", "title": "The Cathedral and the Bazaar", "order": 1, "itemIds": [ "fact-human-computers", "fact-firm-market", "pair-coase", "fact-market-firm-computing", "fact-xerox-parc", "fact-cathedral-bazaar", "def-marginal-cost", "mcq-rw-l10-p1-firm", "num-apple-founded", "cz-last-economy-def-marginal-cost", "tf-d-last-economy-def-marginal-cost", "concept-rw-last-economy-xerox-parc", "concept-rw-last-economy-linux", "concept-rw-last-economy-wikipedia", "ot-firm-market-coase", "ot-firm-market-discovery", "ot-firm-market-not", "ot-marginal-def", "ot-marginal-zero", "ot-marginal-linux", "ot-marginal-wikipedia", "ot-marginal-dominant", "ot-firm-market-cathedral" ], "studyGuideAnchor": "the-cathedral-and-the-bazaar", "studyGuidePath": "/packs/last-economy/guides/l10-p1-firm.md" }, { "id": "l10-p2-game", "title": "Intelligent Game Theory", "order": 2, "itemIds": [ "fact-prisoners-dilemma", "fact-tit-for-tat", "pair-axelrod", "fact-potlatch", "def-symbiotic-equilibrium", "fact-trust-engineered", "mcq-rw-l10-p2-game", "tf-f-last-economy-pair-axelrod", "concept-rw-last-economy-the-prisoner-s-dilemma", "concept-rw-last-economy-the-nash-equilibrium", "concept-rw-last-economy-tit-for-tat", "concept-rw-last-economy-the-symbiotic-equilibrium", "ot-game-betray", "ot-game-nash", "ot-game-titfortat", "ot-game-iteration", "ot-symbiotic-def", "ot-symbiotic-policy", "ot-symbiotic-chief", "ot-game-axelrod", "ot-symbiotic-obligation", "fi-ot-game-nash" ], "studyGuideAnchor": "intelligent-game-theory", "studyGuidePath": "/packs/last-economy/guides/l10-p2-game.md" } ], "objectives": [ { "id": "obj-firm-vs-market", "statement": "Contrast the Firm (execution) and Market (discovery) as computing architectures, using Coase's transaction costs and Xerox PARC's overfitting.", "demonstrationIds": [ "d-firm-market" ] }, { "id": "obj-marginal-cost", "statement": "Define marginal cost and explain why near-zero marginal cost makes symbiotic communities like Linux and Wikipedia structurally dominant.", "demonstrationIds": [ "d-marginal-def", "d-communities" ] }, { "id": "obj-game-theory", "statement": "Explain the Prisoner's Dilemma and Nash Equilibrium, and how iteration makes cooperation optimal via Axelrod's Tit for Tat.", "demonstrationIds": [ "d-game", "d-axelrod" ] }, { "id": "obj-symbiotic-equilibrium", "statement": "Define the Symbiotic Equilibrium and explain how the potlatch converts Material Capital into Network Capital.", "demonstrationIds": [ "d-symbiotic" ] } ], "demonstrations": [ { "id": "d-firm-market", "itemIds": [ "pair-coase", "mcq-rw-l10-p1-firm", "concept-rw-last-economy-xerox-parc" ], "label": "Coase, Xerox PARC, Apple", "requiredCorrect": 3 }, { "id": "d-marginal-def", "itemIds": [ "def-marginal-cost", "cz-last-economy-def-marginal-cost", "tf-d-last-economy-def-marginal-cost" ], "label": "Marginal cost" }, { "id": "d-communities", "itemIds": [ "concept-rw-last-economy-linux", "concept-rw-last-economy-wikipedia" ], "label": "Symbiotic communities" }, { "id": "d-game", "itemIds": [ "concept-rw-last-economy-the-prisoner-s-dilemma", "concept-rw-last-economy-the-nash-equilibrium", "concept-rw-last-economy-tit-for-tat" ], "label": "Dilemma, Nash, Tit for Tat" }, { "id": "d-axelrod", "itemIds": [ "pair-axelrod", "tf-f-last-economy-pair-axelrod" ], "label": "Axelrod's tournament" }, { "id": "d-symbiotic", "itemIds": [ "def-symbiotic-equilibrium", "concept-rw-last-economy-the-symbiotic-equilibrium", "mcq-rw-l10-p2-game" ], "label": "Symbiotic Equilibrium & the potlatch" } ], "objectiveTests": [ { "id": "test-firm-vs-market", "objectiveId": "obj-firm-vs-market", "title": "Firm vs Market Architectures", "mcqIds": [ "mcq-rw-l10-p1-firm", "ot-firm-market-coase", "ot-firm-market-discovery", "ot-firm-market-not", "ot-firm-market-cathedral" ] }, { "id": "test-marginal-cost", "objectiveId": "obj-marginal-cost", "title": "Marginal Cost & Communities", "mcqIds": [ "ot-marginal-def", "ot-marginal-zero", "ot-marginal-linux", "ot-marginal-wikipedia", "ot-marginal-dominant" ] }, { "id": "test-game-theory", "objectiveId": "obj-game-theory", "title": "Prisoner's Dilemma & Tit for Tat", "mcqIds": [ "ot-game-betray", "ot-game-nash", "ot-game-titfortat", "ot-game-iteration", "ot-game-axelrod" ] }, { "id": "test-symbiotic-equilibrium", "objectiveId": "obj-symbiotic-equilibrium", "title": "Symbiotic Equilibrium & Potlatch", "mcqIds": [ "mcq-rw-l10-p2-game", "ot-symbiotic-def", "ot-symbiotic-obligation", "ot-symbiotic-policy", "ot-symbiotic-chief" ] } ] }, { "id": "l11-blueprint", "title": "The Symbiotic Blueprint", "order": 11, "studyGuidePath": "/packs/last-economy/guides/l11-p1-engine-alignment.md", "parts": [ { "id": "l11-p1-engine-alignment", "title": "The Dual Engine and the Alignment Economy", "order": 1, "itemIds": [ "fact-red-queen", "def-dual-engine", "fact-lucas-critique", "fact-east-india", "fact-solow-residual", "def-alignment-economy", "fact-instrumental-convergence", "fact-second-economy", "fact-alignment-layer", "mcq-rw-l11-p1-engine-alignment", "tf-df-last-economy-def-alignment-economy", "concept-rw-last-economy-the-red-queen-s-race", "concept-rw-last-economy-the-lucas-critique", "concept-rw-last-economy-instrumental-convergence", "concept-rw-last-economy-deceptive-alignment", "concept-rw-last-economy-the-second-economy", "ot-dual-1", "ot-dual-2", "ot-dual-3", "ot-dual-4", "ot-dual-5", "ot-align-1", "ot-align-2", "ot-align-3", "ot-align-4" ], "studyGuideAnchor": "the-dual-engine-and-the-alignment-economy", "studyGuidePath": "/packs/last-economy/guides/l11-p1-engine-alignment.md" }, { "id": "l11-p2-contract", "title": "The New Social Contract", "order": 2, "itemIds": [ "def-social-contract", "fact-fordist-bargain", "fact-philosophers-scarcity", "fact-veil-dignity", "fact-three-rights", "pair-zuboff", "mcq-rw-l11-p2-contract", "ot-contract-1", "ot-contract-2", "ot-contract-3", "ot-contract-4", "fi-ot-contract-2" ], "studyGuideAnchor": "the-new-social-contract", "studyGuidePath": "/packs/last-economy/guides/l11-p2-contract.md" } ], "objectives": [ { "id": "obj-dual-engine", "statement": "Explain the Dual Engine (fast market engine coupled to slow institution engine) and how it answers the Lucas Critique and the Red Queen's Race.", "demonstrationIds": [ "d-dual" ] }, { "id": "obj-alignment-economy", "statement": "Define the Alignment Economy and its control-problem drivers: Instrumental Convergence, Deceptive Alignment, and the Second Economy.", "demonstrationIds": [ "d-alignment-def", "d-control" ] }, { "id": "obj-social-contract", "statement": "Explain the new social contract of Universal Access to Intelligence and its rights, set against Zuboff's Surveillance Capitalism.", "demonstrationIds": [ "d-contract" ] } ], "demonstrations": [ { "id": "d-dual", "itemIds": [ "def-dual-engine", "concept-rw-last-economy-the-red-queen-s-race", "concept-rw-last-economy-the-lucas-critique" ], "label": "Dual Engine, Red Queen, Lucas" }, { "id": "d-alignment-def", "itemIds": [ "def-alignment-economy", "tf-df-last-economy-def-alignment-economy" ], "label": "The Alignment Economy" }, { "id": "d-control", "itemIds": [ "mcq-rw-l11-p1-engine-alignment", "concept-rw-last-economy-instrumental-convergence", "concept-rw-last-economy-deceptive-alignment", "concept-rw-last-economy-the-second-economy" ], "label": "The control problem", "requiredCorrect": 4 }, { "id": "d-contract", "itemIds": [ "def-social-contract", "pair-zuboff", "mcq-rw-l11-p2-contract" ], "label": "UAI, rights, & Surveillance Capitalism" } ], "objectiveTests": [ { "id": "test-dual-engine", "objectiveId": "obj-dual-engine", "title": "The Dual Engine", "mcqIds": [ "ot-dual-1", "ot-dual-2", "ot-dual-3", "ot-dual-4", "ot-dual-5" ] }, { "id": "test-alignment-economy", "objectiveId": "obj-alignment-economy", "title": "The Alignment Economy", "mcqIds": [ "mcq-rw-l11-p1-engine-alignment", "ot-align-1", "ot-align-2", "ot-align-3", "ot-align-4" ] }, { "id": "test-social-contract", "objectiveId": "obj-social-contract", "title": "The New Social Contract", "mcqIds": [ "mcq-rw-l11-p2-contract", "ot-contract-1", "ot-contract-2", "ot-contract-3", "ot-contract-4" ] } ] }, { "id": "l12-futures-money", "title": "The Three Futures, the State & Money", "order": 12, "studyGuidePath": "/packs/last-economy/guides/l12-p1-futures.md", "parts": [ { "id": "l12-p1-futures", "title": "The Three Futures", "order": 1, "itemIds": [ "fact-three-futures-detail", "fact-digital-feudalism", "fact-great-fragmentation", "fact-human-symbiosis", "pair-margulis", "def-deflation", "mcq-rw-l12-p1-futures", "cz-last-economy-def-deflation", "tf-df-last-economy-def-deflation", "ot-deflation-1", "ot-deflation-2", "ot-deflation-3", "ot-deflation-4", "ot-deflation-5", "fi-ot-deflation-2" ], "studyGuideAnchor": "the-three-futures", "studyGuidePath": "/packs/last-economy/guides/l12-p1-futures.md" }, { "id": "l12-p2-state-money", "title": "The Symbiotic State & Dual Currency", "order": 2, "itemIds": [ "def-symbiotic-state", "fact-sovereignty-topology", "fact-guardian-lattice", "fact-dual-currency", "def-foundation-coins", "def-culture-credits", "def-ubi", "mcq-rw-l12-p2-state-money", "cz-last-economy-def-ubi", "tf-d-last-economy-def-symbiotic-state", "tf-df-last-economy-def-foundation-coins", "tf-d-last-economy-def-culture-credits", "tf-df-last-economy-def-ubi", "concept-rw-last-economy-foundation-coins", "concept-rw-last-economy-culture-credits", "concept-rw-last-economy-the-guardian-lattice", "concept-rw-last-economy-the-symbiotic-state", "ot-state-2", "ot-state-3", "ot-state-4", "ot-state-5", "ot-currency-1", "ot-currency-2", "ot-currency-3", "ot-currency-4", "ot-currency-5", "ot-ubi-1", "ot-ubi-2", "ot-ubi-3", "ot-ubi-4", "ot-ubi-5", "fi-mcq-rw-l12-p2-state-money", "fi-ot-state-2" ], "studyGuideAnchor": "the-symbiotic-state-dual-currency", "studyGuidePath": "/packs/last-economy/guides/l12-p2-state-money.md" } ], "objectives": [ { "id": "obj-three-futures-crystallize", "statement": "Explain the supercooled-liquid model of the three futures, where initial conditions determine the attractor, grounded in Margulis's endosymbiosis.", "demonstrationIds": [ "d-futures-crystallize" ] }, { "id": "obj-deflation", "statement": "Define deflation as a sustained fall in the general price level of goods and services.", "demonstrationIds": [ "d-deflation" ] }, { "id": "obj-symbiotic-state", "statement": "Explain the Symbiotic State as a MIND Steward operating through the Guardian Lattice, and identify the money-creation design flaw it corrects.", "demonstrationIds": [ "d-state", "d-lattice-fiat" ] }, { "id": "obj-dual-currency", "statement": "Distinguish Foundation Coins (scarce, Atomic Economy) from Culture Credits (abundant, Bit Economy).", "demonstrationIds": [ "d-currency-defs", "d-currency-concepts" ] }, { "id": "obj-ubi", "statement": "Define universal basic income and its proposed role in the transition.", "demonstrationIds": [ "d-ubi" ] } ], "demonstrations": [ { "id": "d-futures-crystallize", "itemIds": [ "mcq-rw-l12-p1-futures", "pair-margulis" ], "label": "Attractor states & endosymbiosis" }, { "id": "d-deflation", "itemIds": [ "def-deflation", "cz-last-economy-def-deflation", "tf-df-last-economy-def-deflation" ], "label": "Deflation" }, { "id": "d-state", "itemIds": [ "def-symbiotic-state", "tf-d-last-economy-def-symbiotic-state", "concept-rw-last-economy-the-symbiotic-state" ], "label": "The Symbiotic State" }, { "id": "d-lattice-fiat", "itemIds": [ "concept-rw-last-economy-the-guardian-lattice", "mcq-rw-l12-p2-state-money" ], "label": "Guardian Lattice & the fiat flaw" }, { "id": "d-currency-defs", "itemIds": [ "def-foundation-coins", "def-culture-credits", "tf-df-last-economy-def-foundation-coins", "tf-d-last-economy-def-culture-credits" ], "label": "Dual currency definitions", "requiredCorrect": 3 }, { "id": "d-currency-concepts", "itemIds": [ "concept-rw-last-economy-foundation-coins", "concept-rw-last-economy-culture-credits" ], "label": "Foundation Coins vs Culture Credits" }, { "id": "d-ubi", "itemIds": [ "def-ubi", "cz-last-economy-def-ubi", "tf-df-last-economy-def-ubi" ], "label": "UBI" } ], "objectiveTests": [ { "id": "test-three-futures-crystallize", "objectiveId": "obj-three-futures-crystallize", "title": "The Three Futures & crystallisation", "mcqIds": [ "mcq-rw-l12-p1-futures", "ot-futures-2", "ot-futures-3", "ot-futures-4", "ot-futures-5" ] }, { "id": "test-deflation", "objectiveId": "obj-deflation", "title": "Deflation", "mcqIds": [ "ot-deflation-1", "ot-deflation-2", "ot-deflation-3", "ot-deflation-4", "ot-deflation-5" ] }, { "id": "test-symbiotic-state", "objectiveId": "obj-symbiotic-state", "title": "The Symbiotic State & Guardian Lattice", "mcqIds": [ "mcq-rw-l12-p2-state-money", "ot-state-2", "ot-state-3", "ot-state-4", "ot-state-5" ] }, { "id": "test-dual-currency", "objectiveId": "obj-dual-currency", "title": "Foundation Coins vs Culture Credits", "mcqIds": [ "ot-currency-1", "ot-currency-2", "ot-currency-3", "ot-currency-4", "ot-currency-5" ] }, { "id": "test-ubi", "objectiveId": "obj-ubi", "title": "Universal Basic Income", "mcqIds": [ "ot-ubi-1", "ot-ubi-2", "ot-ubi-3", "ot-ubi-4", "ot-ubi-5" ] } ] }, { "id": "l13-after", "title": "After Economics", "order": 13, "studyGuidePath": "/packs/last-economy/guides/l13-p1-nucleation.md", "parts": [ { "id": "l13-p1-nucleation", "title": "Nucleation and the new", "order": 1, "itemIds": [ "fact-nucleation", "fact-florences", "fact-nucleation-race", "fact-third-mind", "fact-unbundling-work", "pair-graeber", "def-singularity", "mcq-rw-l13-p1-nucleation", "cz-last-economy-def-singularity", "tf-d-last-economy-def-singularity", "ot-unbundling-graeber-who", "ot-unbundling-not-in-bundle", "ot-unbundling-remaining-four", "ot-singularity-def" ], "studyGuideAnchor": "nucleation-and-the-new", "studyGuidePath": "/packs/last-economy/guides/l13-p1-nucleation.md" }, { "id": "l13-p2-thousandth", "title": "The Arts of Being Human & the Thousandth Day", "order": 2, "itemIds": [ "fact-arts-of-being-human", "fact-computation-consciousness", "fact-anti-entropy", "fact-brother-gabriel", "fact-great-return", "q-le-arts-count", "q-le-computation-consciousness", "q-le-brother-gabriel", "q-le-gabriel-year", "mcq-rw-l13-p2-thousandth", "tf-t-last-economy-q-le-computation-consciousness", "concept-rw-last-economy-attention-architects", "concept-rw-last-economy-relationship-weavers", "concept-rw-last-economy-meaning-makers", "concept-rw-last-economy-reality-anchors", "ot-arts-count", "ot-arts-attention", "ot-arts-reality-anchors", "ot-arts-not-an-art", "ot-cc-consciousness-why", "ot-cc-computation-def", "ot-cc-consciousness-def", "ot-cc-unbundled", "ot-gabriel-monastery", "ot-gabriel-year", "ot-gabriel-response", "ot-gabriel-built", "ot-gabriel-most-copyists", "ot-cc-apply-protein", "ot-cov-arts-of-being-human-1", "ot-cov-arts-of-being-human-2", "ot-cov-arts-of-being-human-3", "ot-cov-arts-of-being-human-4", "ot-cov-arts-of-being-human-5", "ot-cov-arts-of-being-human-6" ], "studyGuideAnchor": "the-arts-of-being-human-the-thousandth-day", "studyGuidePath": "/packs/last-economy/guides/l13-p2-thousandth.md" } ], "objectives": [ { "id": "obj-nucleation-unbundling", "statement": "Explain the Great Unbundling of Work using Graeber's five-part job bundle (Income stripped first) and define the singularity.", "demonstrationIds": [ "d-graeber", "d-singularity" ] }, { "id": "obj-arts-of-being-human", "statement": "Identify the four Arts of Being Human: Attention Architects, Relationship Weavers, Meaning Makers, and Reality Anchors.", "demonstrationIds": [ "d-arts", "d-meaning-maker" ] }, { "id": "obj-computation-consciousness", "statement": "Distinguish Computation, AI's domain of 'how', from Consciousness, humanity's domain of 'why'.", "demonstrationIds": [ "d-comp-cons" ] }, { "id": "obj-brother-gabriel", "statement": "Recognize Brother Gabriel of St. Gall (1485) as the book's model of embracing the machine as liberation.", "demonstrationIds": [ "d-gabriel" ] } ], "demonstrations": [ { "id": "d-graeber", "itemIds": [ "pair-graeber", "mcq-rw-l13-p1-nucleation" ], "label": "Graeber's five-part bundle" }, { "id": "d-singularity", "itemIds": [ "def-singularity", "cz-last-economy-def-singularity", "tf-d-last-economy-def-singularity" ], "label": "The singularity" }, { "id": "d-arts", "itemIds": [ "q-le-arts-count", "concept-rw-last-economy-attention-architects", "concept-rw-last-economy-relationship-weavers", "concept-rw-last-economy-reality-anchors", "ot-cov-arts-of-being-human-1", "ot-cov-arts-of-being-human-2", "ot-cov-arts-of-being-human-3", "ot-cov-arts-of-being-human-4", "ot-cov-arts-of-being-human-5", "ot-cov-arts-of-being-human-6" ], "label": "The four Arts", "requiredCorrect": 3 }, { "id": "d-meaning-maker", "itemIds": [ "concept-rw-last-economy-meaning-makers", "mcq-rw-l13-p2-thousandth" ], "label": "Meaning Makers" }, { "id": "d-comp-cons", "itemIds": [ "q-le-computation-consciousness", "tf-t-last-economy-q-le-computation-consciousness" ], "label": "Computation vs Consciousness" }, { "id": "d-gabriel", "itemIds": [ "q-le-brother-gabriel", "q-le-gabriel-year" ], "label": "Brother Gabriel of St. Gall" } ], "objectiveTests": [ { "id": "test-nucleation-unbundling", "objectiveId": "obj-nucleation-unbundling", "title": "Great Unbundling & the Singularity", "mcqIds": [ "mcq-rw-l13-p1-nucleation", "ot-unbundling-graeber-who", "ot-unbundling-not-in-bundle", "ot-unbundling-remaining-four", "ot-singularity-def" ] }, { "id": "test-arts-of-being-human", "objectiveId": "obj-arts-of-being-human", "title": "The Four Arts of Being Human", "mcqIds": [ "mcq-rw-l13-p2-thousandth", "ot-arts-count", "ot-arts-attention", "ot-arts-reality-anchors", "ot-arts-not-an-art", "ot-cov-arts-of-being-human-1", "ot-cov-arts-of-being-human-2", "ot-cov-arts-of-being-human-3", "ot-cov-arts-of-being-human-4", "ot-cov-arts-of-being-human-5" ] }, { "id": "test-computation-consciousness", "objectiveId": "obj-computation-consciousness", "title": "Computation vs Consciousness", "mcqIds": [ "ot-cc-computation-def", "ot-cc-consciousness-def", "ot-cc-consciousness-why", "ot-cc-apply-protein", "ot-cc-unbundled" ] }, { "id": "test-brother-gabriel", "objectiveId": "obj-brother-gabriel", "title": "You Are Brother Gabriel", "mcqIds": [ "ot-gabriel-monastery", "ot-gabriel-year", "ot-gabriel-response", "ot-gabriel-built", "ot-gabriel-most-copyists" ] } ] }, { "id": "l14-quick-recall", "title": "Quick Recall — Key concepts", "order": 14, "studyGuidePath": "/packs/last-economy/guides/l14-quick-recall.md", "parts": [ { "id": "l14-p1-recall", "title": "The vocabulary of Intelligent Economics", "order": 1, "itemIds": [ "pair-window-q", "pair-inversion-q", "pair-metabolic-q", "pair-it-q", "pair-mind-q", "pair-flows-q", "pair-dual-engine-q", "pair-uai-q", "pair-symbiotic-state-q", "pair-fc-cc-q", "pair-feudalism-q", "pair-symbiosis-q", "mcq-rw-l14-p1-recall", "tf-f-last-economy-pair-flows-q", "concept-rw-last-economy-intelligence-theory", "concept-rw-last-economy-mind-capitals", "concept-rw-last-economy-the-three-flows-of-value", "concept-rw-last-economy-the-dual-engine", "concept-rw-last-economy-universal-access-to-intelligence", "ot-diagnosis-1", "ot-diagnosis-2", "ot-diagnosis-3", "ot-diagnosis-4", "ot-diagnosis-5", "ot-physics-1", "ot-physics-2", "ot-physics-3", "ot-physics-4", "ot-blueprint-1", "ot-blueprint-2", "ot-blueprint-3", "ot-blueprint-4", "ot-blueprint-5", "ot-cov-physics-terms-1", "ot-cov-physics-terms-2", "ot-cov-physics-terms-3", "ot-cov-physics-terms-4" ], "studyGuideAnchor": "the-vocabulary-of-intelligent-economics" } ], "objectives": [ { "id": "obj-diagnosis-terms", "statement": "Recall the diagnostic vocabulary: the Thousand-Day Window, the Intelligence Inversion, and the Metabolic Rift.", "demonstrationIds": [ "d-diagnosis" ] }, { "id": "obj-physics-terms", "statement": "Recall the new-physics vocabulary: Intelligence Theory, the MIND Capitals, and the Three Flows of Value with their economists.", "demonstrationIds": [ "d-physics", "d-physics-concepts" ] }, { "id": "obj-blueprint-terms", "statement": "Recall the dynamics and blueprint vocabulary: the Dual Engine, Universal Access to Intelligence, and the Symbiotic State.", "demonstrationIds": [ "d-blueprint", "d-blueprint-concepts" ] }, { "id": "obj-currency-destination-terms", "statement": "Recall the Dual Currency System and the two destination futures: Digital Feudalism versus Human Symbiosis.", "demonstrationIds": [ "d-destinations" ] } ], "demonstrations": [ { "id": "d-diagnosis", "itemIds": [ "pair-window-q", "pair-inversion-q", "pair-metabolic-q" ], "label": "Window, Inversion, Rift" }, { "id": "d-physics", "itemIds": [ "pair-it-q", "pair-mind-q", "pair-flows-q", "ot-cov-physics-terms-1", "ot-cov-physics-terms-2", "ot-cov-physics-terms-3", "ot-cov-physics-terms-4" ], "label": "Theory, Capitals, Flows" }, { "id": "d-physics-concepts", "itemIds": [ "concept-rw-last-economy-intelligence-theory", "concept-rw-last-economy-mind-capitals", "concept-rw-last-economy-the-three-flows-of-value", "mcq-rw-l14-p1-recall", "tf-f-last-economy-pair-flows-q" ], "label": "Physics terms & the flows-economist map", "requiredCorrect": 3 }, { "id": "d-blueprint", "itemIds": [ "pair-dual-engine-q", "pair-uai-q", "pair-symbiotic-state-q" ], "label": "Dual Engine, UAI, Symbiotic State" }, { "id": "d-blueprint-concepts", "itemIds": [ "concept-rw-last-economy-the-dual-engine", "concept-rw-last-economy-universal-access-to-intelligence" ], "label": "Blueprint concepts" }, { "id": "d-destinations", "itemIds": [ "pair-fc-cc-q", "pair-feudalism-q", "pair-symbiosis-q" ], "label": "Currency & the two futures" } ], "objectiveTests": [ { "id": "test-diagnosis-terms", "objectiveId": "obj-diagnosis-terms", "title": "Diagnosis vocabulary", "mcqIds": [ "ot-diagnosis-1", "ot-diagnosis-2", "ot-diagnosis-3", "ot-diagnosis-4", "ot-diagnosis-5" ] }, { "id": "test-physics-terms", "objectiveId": "obj-physics-terms", "title": "New-physics vocabulary", "mcqIds": [ "mcq-rw-l14-p1-recall", "ot-physics-1", "ot-physics-2", "ot-physics-3", "ot-physics-4", "ot-cov-physics-terms-1", "ot-cov-physics-terms-2", "ot-cov-physics-terms-3", "ot-cov-physics-terms-4" ] }, { "id": "test-blueprint-terms", "objectiveId": "obj-blueprint-terms", "title": "Dynamics & blueprint", "mcqIds": [ "ot-blueprint-1", "ot-blueprint-2", "ot-blueprint-3", "ot-blueprint-4", "ot-blueprint-5" ] }, { "id": "test-currency-destination-terms", "objectiveId": "obj-currency-destination-terms", "title": "Currency & destinations", "mcqIds": [ "ot-currency-1", "ot-currency-2", "ot-currency-4", "ot-futures-2", "ot-futures-4" ] } ] }, { "id": "l-key-concepts", "title": "Key Concepts", "order": 99, "parts": [ { "id": "lc-people", "title": "Key People", "order": 0, "itemIds": [ "concept-last-economy-emad-mostaque", "concept-last-economy-john-maynard-keynes", "concept-last-economy-simon-kuznets", "concept-last-economy-richard-whitney", "concept-last-economy-james-watt", "concept-last-economy-karl-marx", "concept-last-economy-joseph-schumpeter", "mcq-rw-lc-people", "ot-people-schumpeter", "ot-people-watt", "ot-people-mostaque", "ot-people-not", "ot-cov-key-people-1", "ot-cov-key-people-2", "ot-cov-key-people-3", "ot-cov-key-people-4", "ot-cov-key-people-5", "ot-cov-key-people-6" ] }, { "id": "lc-things", "title": "Key Things", "order": 1, "itemIds": [ "concept-last-economy-the-intelligence-inversion", "concept-last-economy-the-abundance-trap", "concept-last-economy-the-thousand-day-window", "concept-last-economy-the-metabolic-rift", "concept-last-economy-digital-feudalism", "concept-last-economy-the-factory-school", "concept-last-economy-goodhart-s-law", "mcq-rw-lc-things", "ot-things-inversion", "ot-things-rift", "ot-things-window", "ot-things-not", "ot-cov-key-things-1", "ot-cov-key-things-2", "ot-cov-key-things-3", "ot-cov-key-things-4", "ot-cov-key-things-5", "ot-cov-key-things-6" ] }, { "id": "lc-events", "title": "Key Events", "order": 2, "itemIds": [ "concept-last-economy-the-luddites-uprising", "concept-last-economy-the-great-depression", "concept-last-economy-the-industrial-revolution", "concept-last-economy-the-dot-com-bubble-burst", "concept-last-economy-the-2008-financial-crisis", "concept-last-economy-the-rise-of-ai-in-business", "concept-last-economy-the-2021-gamestop-short-squeeze", "mcq-rw-lc-events", "num-penicillin", "num-bretton-woods", "num-dartmouth-ai", "num-microprocessor", "num-wall-falls", "num-web-invented", "num-iphone-launch", "num-gpt-chat-launch", "cz-bretton-woods", "ot-events-luddites", "ot-events-depression-year", "ot-events-2008", "ot-events-earliest", "ot-tech-penicillin", "ot-tech-dartmouth", "ot-tech-intel", "ot-tech-web", "ot-tech-recent", "ot-order-bretton-year", "ot-order-wall-year", "ot-order-bretton-name", "ot-order-first", "ot-order-gap", "ot-cov-key-events-1", "ot-cov-key-events-2", "ot-cov-key-events-3", "ot-cov-key-events-4", "ot-cov-key-events-5", "ot-cov-key-events-6", "ot-cov-milestone-years-tech-1", "ot-cov-milestone-years-tech-2", "ot-cov-milestone-years-tech-3", "ot-cov-milestone-years-tech-4", "ot-cov-milestone-years-tech-5", "ot-cov-milestone-years-tech-6" ] } ], "studyGuidePath": "/packs/last-economy/guides/l-key-concepts.md", "objectives": [ { "id": "obj-key-people", "statement": "Identify the book's key people (Mostaque, Keynes, Kuznets, Whitney, Watt, Marx, Schumpeter) and their contributions.", "demonstrationIds": [ "d-people-a", "d-people-b" ] }, { "id": "obj-key-things", "statement": "Recognize the book's key concepts: Intelligence Inversion, Abundance Trap, Thousand-Day Window, Metabolic Rift, Digital Feudalism, Factory School.", "demonstrationIds": [ "d-things-a", "d-things-b" ] }, { "id": "obj-key-events", "statement": "Place the key economic events (Luddites' Uprising, Great Depression, Industrial Revolution, Dot-com burst, 2008 crisis, rise of AI, GameStop squeeze).", "demonstrationIds": [ "d-events-a", "d-events-b" ] }, { "id": "obj-milestone-years-tech", "statement": "Recall the milestone years of scientific and computing history (penicillin, Dartmouth AI workshop, Intel 4004, World Wide Web, iPhone, ChatGPT).", "demonstrationIds": [ "d-tech-years", "d-tech-years2" ] }, { "id": "obj-milestone-years-order", "statement": "Recall the milestone years that framed the 20th-century economic and geopolitical order (Bretton Woods, the fall of the Berlin Wall).", "demonstrationIds": [ "d-order-years" ] } ], "demonstrations": [ { "id": "d-people-a", "itemIds": [ "concept-last-economy-emad-mostaque", "concept-last-economy-john-maynard-keynes", "concept-last-economy-simon-kuznets", "mcq-rw-lc-people", "ot-cov-key-people-1", "ot-cov-key-people-2", "ot-cov-key-people-3", "ot-cov-key-people-4", "ot-cov-key-people-5", "ot-cov-key-people-6" ], "label": "Mostaque, Keynes, Kuznets", "requiredCorrect": 3 }, { "id": "d-people-b", "itemIds": [ "concept-last-economy-richard-whitney", "concept-last-economy-james-watt", "concept-last-economy-karl-marx", "concept-last-economy-joseph-schumpeter" ], "label": "Whitney, Watt, Marx, Schumpeter", "requiredCorrect": 3 }, { "id": "d-things-a", "itemIds": [ "concept-last-economy-the-intelligence-inversion", "concept-last-economy-the-abundance-trap", "concept-last-economy-the-thousand-day-window", "concept-last-economy-the-metabolic-rift", "ot-cov-key-things-1", "ot-cov-key-things-2", "ot-cov-key-things-3", "ot-cov-key-things-4", "ot-cov-key-things-5", "ot-cov-key-things-6" ], "label": "Core concepts (1)", "requiredCorrect": 3 }, { "id": "d-things-b", "itemIds": [ "concept-last-economy-digital-feudalism", "concept-last-economy-the-factory-school", "concept-last-economy-goodhart-s-law", "mcq-rw-lc-things" ], "label": "Core concepts (2)", "requiredCorrect": 3 }, { "id": "d-events-a", "itemIds": [ "concept-last-economy-the-luddites-uprising", "concept-last-economy-the-great-depression", "concept-last-economy-the-industrial-revolution", "concept-last-economy-the-dot-com-bubble-burst", "ot-cov-key-events-1", "ot-cov-key-events-2", "ot-cov-key-events-3", "ot-cov-key-events-4", "ot-cov-key-events-5", "ot-cov-key-events-6" ], "label": "Events (1)", "requiredCorrect": 3 }, { "id": "d-events-b", "itemIds": [ "concept-last-economy-the-2008-financial-crisis", "concept-last-economy-the-rise-of-ai-in-business", "concept-last-economy-the-2021-gamestop-short-squeeze", "mcq-rw-lc-events" ], "label": "Events (2)", "requiredCorrect": 3 }, { "id": "d-tech-years", "itemIds": [ "num-penicillin", "num-dartmouth-ai", "num-microprocessor", "num-web-invented", "ot-cov-milestone-years-tech-1", "ot-cov-milestone-years-tech-2", "ot-cov-milestone-years-tech-3", "ot-cov-milestone-years-tech-4", "ot-cov-milestone-years-tech-5", "ot-cov-milestone-years-tech-6" ], "label": "Science & computing years (1)", "requiredCorrect": 3 }, { "id": "d-tech-years2", "itemIds": [ "num-iphone-launch", "num-gpt-chat-launch" ], "label": "Science & computing years (2)" }, { "id": "d-order-years", "itemIds": [ "num-bretton-woods", "cz-bretton-woods", "num-wall-falls" ], "label": "Bretton Woods & the Berlin Wall" } ], "objectiveTests": [ { "id": "test-key-people", "objectiveId": "obj-key-people", "title": "Key People", "mcqIds": [ "mcq-rw-lc-people", "ot-people-schumpeter", "ot-people-watt", "ot-people-mostaque", "ot-people-not", "ot-cov-key-people-1", "ot-cov-key-people-2", "ot-cov-key-people-3", "ot-cov-key-people-4", "ot-cov-key-people-5" ] }, { "id": "test-key-things", "objectiveId": "obj-key-things", "title": "Key Concepts", "mcqIds": [ "mcq-rw-lc-things", "ot-things-inversion", "ot-things-rift", "ot-things-window", "ot-things-not", "ot-cov-key-things-1", "ot-cov-key-things-2", "ot-cov-key-things-3", "ot-cov-key-things-4", "ot-cov-key-things-5" ] }, { "id": "test-key-events", "objectiveId": "obj-key-events", "title": "Key Events", "mcqIds": [ "mcq-rw-lc-events", "ot-events-luddites", "ot-events-depression-year", "ot-events-2008", "ot-events-earliest", "ot-cov-key-events-1", "ot-cov-key-events-2", "ot-cov-key-events-3", "ot-cov-key-events-4", "ot-cov-key-events-5" ] }, { "id": "test-tech-years", "objectiveId": "obj-milestone-years-tech", "title": "Science & Computing Milestone Years", "mcqIds": [ "ot-tech-penicillin", "ot-tech-dartmouth", "ot-tech-intel", "ot-tech-web", "ot-tech-recent", "ot-cov-milestone-years-tech-1", "ot-cov-milestone-years-tech-2", "ot-cov-milestone-years-tech-3", "ot-cov-milestone-years-tech-4", "ot-cov-milestone-years-tech-5" ] }, { "id": "test-order-years", "objectiveId": "obj-milestone-years-order", "title": "20th-Century Order Milestone Years", "mcqIds": [ "ot-order-bretton-year", "ot-order-wall-year", "ot-order-bretton-name", "ot-order-gap", "ot-order-first" ] } ] } ], "icon": "🪙", "shortName": "Last Economy" }