Scientists
Scientists on their fields and what they think is true.
In this listFrançois Chollet, Don Norman, Yoshua Bengio and 72 more
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François Cholletcompiled
Creator of the Keras deep-learning library and the ARC-AGI benchmark.
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Don Normancompiled
Cognitive scientist and designer; author of The Design of Everyday Things; co-founder of Nielsen Norman Group; former vice president at Apple; founding director of the Design Lab at UC San Diego.
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Yoshua Bengiocompiled
Deep-learning researcher and Turing Award laureate; founder of the Mila institute.
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Nadia Asparouhovacompiled
Writer and researcher on open source, author of "Working in Public: The Making and Maintenance of Open Source Software" and, as Nadia Eghbal, of the 2016 Ford Foundation report "Roads and Bridges" on the digital infrastructure the economy runs on. She worked on community programmes at GitHub from 2016 to 2018 and writes at nadia.xyz.
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Rodney Brookscompiled
Robotics researcher, emeritus professor at MIT and former director of its Computer Science and Artificial Intelligence Laboratory, co-founder of iRobot and Rethink Robotics, now at Robust.AI. Since January 2018 he has published dated predictions about self-driving cars, robotics and human spaceflight and scored them in public every New Year's Day, a commitment he made through 2050.
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Andrew Gelmancompiled
Statistician and political scientist at Columbia University. Writes Statistical Modeling, Causal Inference, and Social Science, where he prints corrections to his own posts as posts of their own.
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Peter Steinbergercompiled
Founded PSPDFKit in 2011 and ran it for a decade. Came back from a break to work on AI agents — the OpenClaw project, and OpenAI, joined in February 2026. Writes at steipete.me.
- Terence Taocompiled
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Nathan Lambertcompiled
Machine-learning researcher on open language models; writes the Interconnects newsletter and the RLHF Book, after leading post-training at Ai2.
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Dario Amodeicompiled
Co-founder and CEO of Anthropic; previously VP of research at OpenAI.
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Ada Palmercompiled
Historian of the Renaissance and of the history of ideas, professor at the University of Chicago, author of Inventing the Renaissance and the Terra Ignota novels, and writer of the blog Ex Urbe.
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Viktor Franklcompiled
Austrian neurologist and psychiatrist (1905 to 1997) and Holocaust survivor who founded logotherapy, a school of psychotherapy that treats the search for meaning as the central human motivation.
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Serhii Plokhycompiled
Ukrainian-American historian, professor of Ukrainian history at Harvard University and director of the Harvard Ukrainian Research Institute.
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Daniel Kahnemancompiled
Psychologist and Nobel laureate (1934 to 2024); shared the 2002 Nobel memorial prize in economic sciences for integrating psychological research into economics; with Amos Tversky, developed prospect theory and the study of heuristics and biases.
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David Reichcompiled
Geneticist at Harvard Medical School, whose laboratory studies human history and biological change through ancient DNA.
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Michael Nielsencompiled
Physicist, writer and researcher, co-author of the standard textbook on quantum computation and quantum information.
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Adam Frankcompiled
Professor of astrophysics at the University of Rochester, who works on star and planet formation, the search for technosignatures, and the astrobiology of civilisations.
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Janna Levincompiled
Theoretical cosmologist, professor of physics and astronomy at Barnard College of Columbia University, and chief science officer of Pioneer Works.
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Masud Husaincompiled
Professor of Neurology at the University of Oxford, whose research covers apathy, motivation, attention and Alzheimer's disease.
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Friedrich Hayekcompiled
Austrian-British economist and political philosopher (1899 to 1992) who shared the 1974 Nobel Memorial Prize in Economic Sciences and argued that central economic planning destroys political freedom.
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Adam Grantcompiled
Organizational psychologist and professor at the Wharton School. Author of Give and Take, Originals, Think Again and Hidden Potential, host of the Re:Thinking podcast, and writer of the GRANTED newsletter.
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Chelsea Finncompiled
Assistant professor of computer science at Stanford, and co-founder of the robot foundation-model company Physical Intelligence.
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Jack Weatherfordcompiled
Anthropologist and author of Genghis Khan and the Making of the Modern World, and DeWitt Wallace Professor of Anthropology emeritus at Macalester College.
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Nick Lanecompiled
Biochemist at University College London, Professor of Evolutionary Biochemistry and author of The Vital Question and Transformer.
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Frantz Fanoncompiled
French psychiatrist and political philosopher from Martinique (1925 to 1961), a founding thinker of postcolonial studies, best known for The Wretched of the Earth and Black Skin, White Masks.
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Jennifer Burnscompiled
Historian of ideas at Stanford University and the Hoover Institution, and the biographer of both Milton Friedman and Ayn Rand.
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Rachel Carsoncompiled
American marine biologist, writer and conservationist (1907 to 1964) whose sea trilogy and 1962 book Silent Spring are credited with advancing marine conservation and the global environmental movement.
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Sean Carrollcompiled
Theoretical physicist at Johns Hopkins University, Homewood Professor of Natural Philosophy, host of the Mindscape podcast and author of Something Deeply Hidden.
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Sigmund Freudcompiled
Founder of psychoanalysis (1856 to 1939); physician and psychologist who lived and worked in Vienna until 1938; author of The Interpretation of Dreams (1900) and The Ego and the Id (1923).
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Peter Attiacompiled
Physician and founder of Early Medical, a practice built around what he calls Medicine 3.0. Writes a weekly newsletter on exercise, lipids, sleep and longevity at peterattiamd.com and hosts The Peter Attia Drive; author of Outlive.
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Nicole Forsgrencompiled
Researcher of software delivery performance, co-author of "Accelerate" and of the DORA, SPACE and DevEx frameworks, and author of "Frictionless".
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Noam Browncompiled
Research scientist at OpenAI, who built the poker AIs Libratus and Pluribus and helped pioneer test-time compute and reasoning in language models.
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Adam Toozecompiled
Economic historian, Kathryn and Shelby Cullom Davis Professor of History at Columbia University, and author of Wages of Destruction, Crashed and Shutdown. Writes the Chartbook newsletter.
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Jan Leikecompiled
Alignment researcher. Co-led OpenAI's superalignment team until 2024 and has led alignment work at Anthropic since; writes Musings on the Alignment Problem.
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Lisa Randallcompiled
Theoretical physicist and cosmologist, Frank B. Baird, Jr. Professor of Science at Harvard University, working on particle physics, extra dimensions and dark matter.
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Stephen Wolframcompiled
Founder and CEO of Wolfram Research, creator of Mathematica and Wolfram|Alpha, and author of A New Kind of Science.
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Lawrence Freedmancompiled
Emeritus Professor of War Studies at King's College London and official historian of the Falklands campaign; writes on strategy at Comment is Freed.
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Chris Blattmancompiled
Economist and political scientist at the University of Chicago, who runs randomised trials on poverty, employment and violence in Uganda, Liberia and Colombia, and is one of the researchers whose work made cash transfers a mainstream aid instrument.
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Christopher Olahcompiled
Interpretability researcher at Anthropic, which he co-founded; before that at OpenAI and Google Brain.
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Hannah Arendtcompiled
German-born American political theorist (1906 to 1975); author of The Origins of Totalitarianism (1951), The Human Condition (1958) and Eichmann in Jerusalem (1963), her report on the 1961 trial of Adolf Eichmann.
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Anne Applebaumcompiled
American-Polish journalist and historian, staff writer at The Atlantic; author of Gulag, Iron Curtain, Twilight of Democracy and Autocracy, Inc.
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Aristotlecompiled
Greek philosopher (384 to 322 BCE); studied in Plato's Academy until 347 BCE; founded the Lyceum in Athens in 335 BCE.
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Bruce Schneiercompiled
Security technologist and author, lecturer at the Harvard Kennedy School and a board member of the Electronic Frontier Foundation. He has written about the economics and politics of security at schneier.com since 2004, and coined much of the vocabulary the encryption debate is argued in.
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Carol Dweckcompiled
Psychologist at Stanford University, where she holds the Lewis and Virginia Eaton Professorship of Psychology; known for research on motivation and mindset and the book Mindset: The New Psychology of Success.
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Florence Nightingalecompiled
English social reformer and statistician (1820 to 1910), the founder of modern nursing; she managed and trained nurses caring for wounded soldiers in the Crimean War.
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Garrett Hardincompiled
Ecologist, author of "The Tragedy of the Commons" (1915 to 2003); American ecologist and microbiologist who focused his career on human overpopulation; the paper appeared in Science in 1968.
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James G. Marchcompiled
American political scientist, sociologist and economist (1928 to 2018); professor at Stanford's Graduate School of Business and Graduate School of Education; co-author with Richard Cyert of A Behavioral Theory of the Firm and of the garbage can model of organizational choice.
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Nassim Nicholas Talebcompiled
Former option trader and risk analyst, now a distinguished professor at NYU. Author of the Incerto essay series, including The Black Swan and Fooled by Randomness.
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Stephen Hawkingcompiled
English theoretical physicist and cosmologist (1942 to 2018), Lucasian Professor of Mathematics at Cambridge from 1979 to 2009, known for his work on black holes and for A Brief History of Time.
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Benny Lewiscompiled
Irish writer who spent his twenties travelling and speaking; he now speaks about a dozen languages and none of them from a classroom. Founded Fluent in 3 Months, whose one instruction is to start speaking on the first day rather than waiting until you are ready.
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Daniel Schactercompiled
American psychologist; William R. Kenan, Jr. Professor of Psychology at Harvard University, researching memory, amnesia, memory distortion and future simulation; author of The Seven Sins of Memory (2001).
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Immanuel Kantcompiled
German philosopher (1724 to 1804), born in Königsberg, where he taught at the university; author of the three Critiques and the Groundwork of the Metaphysics of Morals.
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Mihaly Csikszentmihalyicompiled
Hungarian-American psychologist (1934 to 2021) who named and studied 'flow'; headed the University of Chicago's psychology department and later was Distinguished Professor of Psychology and Management at Claremont Graduate University.
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Richard Dawkinscompiled
Evolutionary biologist and author; writes The Poetry of Reality newsletter on Substack.
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Richard Feynmancompiled
Theoretical physicist (1918 to 1988); shared the 1965 Nobel Prize in Physics for fundamental work in quantum electrodynamics; at the California Institute of Technology at the time of the award.
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Steven Pinkercompiled
Cognitive scientist and author at Harvard; writes on rationality, language and human progress.
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Will Durantcompiled
American historian and philosopher (1885 to 1981); author of The Story of Philosophy (1926) and, with Ariel Durant, the eleven-volume The Story of Civilization, published from 1935 to 1975.
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Ada Lovelacecompiled
English mathematician and writer (1815 to 1852), chiefly known for her work on Charles Babbage's proposed analytical engine; she translated Luigi Menabrea's paper on it and added seven explanatory notes.
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Arthur C. Brookscompiled
Social scientist who writes about happiness; president of the American Enterprise Institute from 2009 to 2019, professor at Harvard from 2019 to 2026, and a Vanderbilt professor from July 2026; author of From Strength to Strength.
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John Ioannidiscompiled
Professor of medicine and epidemiology at Stanford, best known for the 2005 essay arguing that most published research findings are false.
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René Descartescompiled
French philosopher and mathematician (1596 to 1650); author of the Discourse on the Method (1637), the Meditations on First Philosophy (1641) and the Principles of Philosophy (1644).
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Robert Cialdinicompiled
Social psychologist who researches what leads people to say yes to requests; author of Influence and Pre-Suasion, which have sold more than 10 million copies in 48 languages.
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Timothy Snydercompiled
Historian of Central and Eastern Europe, Chair in Modern European History at the University of Toronto and formerly Levin Professor of History at Yale; author of Bloodlands, On Tyranny and On Freedom.
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David Spiegelhaltercompiled
Emeritus Professor of Statistics at the University of Cambridge, former president of the Royal Statistical Society, and author of The Art of Statistics.
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Jonathan Franklecompiled
Chief AI scientist at Databricks, and the author of the lottery ticket hypothesis. His MIT doctorate was on why the sparse networks pruning produces are so hard to train from scratch.
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Sonja Lyubomirskycompiled
Social psychologist and Distinguished Professor of Psychology at the University of California, Riverside, who studies whether happiness can be lastingly increased; author of The How of Happiness (2008) and The Myths of Happiness (2013).
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Anil Sethcompiled
Professor of Cognitive and Computational Neuroscience at the University of Sussex, co-director of the Sussex Centre for Consciousness Science, and author of Being You: A New Science of Consciousness.
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Edward Tuftecompiled
Statistician and professor emeritus at Yale; author of The Visual Display of Quantitative Information and The Cognitive Style of PowerPoint.
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Gabor Matecompiled
Physician and author on addiction, stress and childhood development. Wrote In the Realm of Hungry Ghosts and The Myth of Normal, and developed the Compassionate Inquiry approach.
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Kaiming Hecompiled
Associate professor at MIT and first author of the residual networks paper, the most cited paper in modern computer vision. Previously at Meta AI Research and Microsoft Research Asia.
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Sabine Hossenfeldercompiled
Physicist and science communicator. Writes Backreaction and makes videos explaining new physics and astronomy results, frequently to argue that the headline about them overstates the case.
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Hilary Masoncompiled
Data scientist and machine-learning researcher; chief scientist at bitly, founder of Fast Forward Labs and Hidden Door.
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Ursula von der Leyencompiled
President of the European Commission since 2019; previously Germany's defence minister.
- Jürgen Schmidhubercompiled
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Erik Hoelcompiled
Neuroscientist and novelist writing on consciousness, artificial intelligence and culture in the newsletter The Intrinsic Perspective.
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Creator of the Keras deep-learning library and the ARC-AGI benchmarkAdd to listTheir profile on ppll ↗
A korrentour reading
The shift from a transductive paradigm to an inductive paradigm is the big story of 2025 and 2026.Their wordsHow AI shifted from a transductive paradigm (token-by-token answer completion) to an inductive paradigm (on-the-fly reasoning chain synthesis), in one chart. This is the big story of 2025 and 2026.
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A korrentour reading
Models will be superhuman distributed GPU engineers in a few years.Their wordsI fully agree that the models will be superhuman distributed GPU engineers in a few years.
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A korrentour reading
Science as a system requires exponential resources to produce linear impact.Their wordsThis is why science as a system requires exponential resources (input) to produce linear impact (output).
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A korrentour reading
Super-exponential injection of external resources is not sustainable in the long-term.Their wordsBut super-exponential injection of *external* resources is not sustainable in the long-term.
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A korrentour reading
To achieve sustained exponential progress, the AI industry will need to achieve matching exponential profits.Their wordsTo achieve sustained exponential progress, the AI industry will need to achieve matching exponential profits -- it will need to close the resource loop.
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A korrentour reading
The current proponents of open-weight risks are likely to be proven wrong regarding their predictions of substantial new AI harms.Their wordsThe leading proponents of this new wave of open-weight fear mongering have effectively been making a falsifiable prediction — that the current open-weight models are going to cause substantial, not seen before AI harms by crippling our cyber infrastructure. Based on all the evidence I have, which I’ve unpacked above, they’re set up to be wrong.
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A korrentour reading
Creating artificial consciousness should not be a goal of AI researchTheir wordscreating artificial consciousness should *not* be a goal of AI research. Understanding consciousness, sure, synthesizing it, no.
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Anil Seth and 3 others
A korrentour reading
Machines are not consciousFrançois Chollet’s wordsLikewise a static input-output program that has *none* of the properties we associate with conscious beings (e.g. information integration, interoception, temporal binding, embodiment, etc.) has no more reason to be presumed conscious than a rock has to be presumed alive.
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A korrentour reading
Humanity has not yet created a conscious computer programTheir wordsHumanity has not yet created a conscious computer program, and there are no signs we are close to doing so.
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A korrentour reading
Competent information processing and sentience are wholly unrelatedTheir wordsDo not confuse competent information processing and sentience, they are wholly unrelated.
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A korrentour reading
The belief that current AI models are sentient and can suffer, combined with the foolish idea of quantifying suffering across humans and non-humans, could lead to a dystopian path.Their wordsThe notion that current AI models are sentient and can suffer, combined with the foolish idea that suffering can be mathematically quantified and weighted between humans and non-humans, could lead us down an incredibly dark and dystopian path.
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A korrentour reading
The 'Waymo effect' is what happens when a technology removes the friction of dealing with another human being.Their wordsthe Waymo effect is what happens when a technology removes the friction of dealing with another human being
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A korrentour reading
btrfs copy-on-write feature is great for worktrees but bad for sqliteTheir wordsTurns out, brtfs cow-feature is GREAT for worktrees and terrible for sqlite
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A korrentour reading
The AI industry should focus on creating tools that enhance human prosperity and welfare, not on developing a successor species.Their wordsThe purpose of the AI industry should be to produce tools that, in the human hand, will improve human prosperity and welfare. It should not be to create a "successor species" to the human race.
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A korrentour reading
Using synchronous database access when moving OC to SQLite became limiting once one agent might run 50 parallel sessions used by a whole team.Their wordsThe biggest design mistake I made when we moved OC to sqlite: using sync db access. When it was just an agent that reports to you on Slack or iMessage this was fine; now that one agent might do 50 sessions in parallel and the whole team works on it, it is limiting.
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A korrentour reading
Most of the value that mathematics and mathematicians contribute to the world will not be replaced by AI, though it could be magnified by it.Their wordsMost of the value that flows into the world from mathematics and the work of mathematicians will not be replaced by AI, but could be magnified.
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A korrentour reading
Improper use of AI offloads a person's thinking and learning, which mortgages a field's future development.Their wordsImproper usage of AI offloads thinking, understanding and learning, thus mortgaging future mathematical development.
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A korrentour reading
The value of a body of knowledge comes from the process of engaging with it, not just from its end products.Their wordsThe value of math, like so many other forms of knowledge, also comes from the process, not just the product.
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A korrentour reading
The biggest limitation is imagination and creativity, not the technology itself.Their wordsBiggest limitation isn’t the tech, it’s imagination and creativity.
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A korrentour reading
The difficulty of software engineering is probably essentially constant across abstraction levels, because human cognition adapts to new tools.Their wordsI think the "difficulty" of software engineering is essentially constant no matter what abstraction level you move to, because human cognition adapts to new tools until it can fully utilize itself.
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A korrentour reading
Modern AI models tend to write tests for every tiny change, even when those tests aren't useful.Their wordsModern models just love writing tests for every tiny change, even if they aren't useful.
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A korrentour reading
At some point in evolutionary history, matter learned to feel.Their wordsAt some point in evolutionary history, matter learned to feel.
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A korrentour reading
Frontier AI should be licensed like other high-risk critical technologies such as medicine, aviation, and nuclear energy.Their wordsFrontier AI should be licensed like other critical technologies; medicine, aviation, and nuclear energy, to incentivize safe development.
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A korrentour reading
The race between AI companies to build ever more powerful systems is a choice they made, not an inevitable law of nature, and it is a race everyone loses.Their wordsThe race is not a law of nature: it is the product of choices, choices made by the companies themselves. It is also a race where everyone loses.
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A korrentour reading
No company or country should be allowed to develop an AI system capable of causing large-scale harm.Their wordsWe must agree collectively that no one, no company and no country, should develop an AI system that could cause large-scale harm.
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A korrentour reading
The AI research cycle from idea to experiment will likely soon be 10x faster, but that may not make researchers 10x more productive in the field's net understanding.Their wordsAnd my kind of statement is that I think the cycle from of having an idea and doing the experimentation to test it, I agree will be 10X faster very soon. But I don’t necessarily agree that I would say that AI researchers will be 10X more productive in net, which I would describe as the pace of the field’s complete understanding. And understanding is a different axis from just continuing to scale models. I think that’s one of my core confusions on the AI research side.
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A korrentour reading
People who built their understanding through code-centric workflows need new workflows to do so.Their wordsIf code-centric workflows were how you developed that understanding, then you need new workflows.
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A korrentour reading
Those who relied on code as their source of truth for managing understanding now need a new source-of-truth artifact.Their wordsIf code was previously your source of truth for managing understanding, then you need a new source of truth artifact.
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A korrentour reading
Running a claw yourself prevents others from blocking you.Their wordsThe beauty of running a claw yourself: they cannot block you.
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A korrentour reading
Open-weight models are becoming an essential tool for AI diffusion.Their wordsOpen-weight models are becoming an essential tool for AI diffusion, and the best path to get ahead of these risks and unbalanced relationships where American companies rely on models built in China is to continue to enable investment in open models in the US.
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A korrentour reading
Chinese AI companies are the clear leaders in open-weight models.Their wordsChinese AI companies are the clear leaders in open weight models.
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A korrentour reading
The capabilities gap between open models and the closed models available to users has been decreasing over the last three years.Their wordsThe capabilities gap from open to closed models available to users has been decreasing over the last 3 years.
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A korrentour reading
Recursive self-improvement in AI will mainly make existing model capability cheaper rather than raise peak intelligence.Their wordsRSI is poised to make modern LLMs vastly cheaper. Trends that have shown LLMs get exponentially cheaper at a given intelligence are likely to accelerate.
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A korrentour reading
The rising level of public concern about AI extinction risk is overblown relative to how progress will actually unfold.Their wordslossy self-improvement remains my baseline on the trajectory of progress, and the increased discussion of extinction risk seems very misplaced
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A korrentour reading
AI scaling laws require exponentially more compute and resources to produce only linear gains in model intelligence.Their wordsall of our scaling laws show that you need exponential compute and resources to make linear improvements in intelligence.
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A korrentour reading
Covert and overt foreign influence campaigns targeting Greenland will keep going.Their wordsAnd I fear that the covert and overt influence campaigns will continue.
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A korrentour reading
Alliances built on shared values produce more cooperation than purely transactional ones.Their wordsBecause U.S. alliances were based on shared values, not merely transactional interests, the level of cooperation was different.
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A korrentour reading
Diplomatic gains with an ally can be secured through quiet negotiation rather than public threats and bluster.Their wordsThese are all additions to the existing treaty that could have been added without the drama, anger and stupid memes, without Trump blustering about "deals" and without terrifying the inhabitants of Greenland.
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A korrentour reading
AI agents can be used to shift the balance of power in complex, unfair systems back toward the individual who has to use them.Their wordsThese agents are one tool that we can use to reface complex and cruel systems into something that works for us, in the ways that we need.
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A korrentour reading
The ability to build AI agents that counter high-friction systems should be made open and accessible to everyone, not just those with technical privilege.Their wordsIt's also worth saying out loud that the people who can build these agents themselves today are privileged enough to have knowledge and access to do so; we should focus on making the tools open and accessible for everyone who would benefit from taking some of the power back from these systems.