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← More of the known, repeatable work that teaches little should be automated.

17 connected korrents · 18 moments from 1 May 2023 to 27 Sept 2026.

Everything filed under LLMs LLMs Everything filed under scaling laws scaling laws Everything filed under OpenAI OpenAI Everything filed under AI and human skill AI and human skill Everything filed under physics physics Everything filed under education education Everything filed under neural networks neural networks Everything filed under robotics robotics Same subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subject Read this korrent: More of the known, repeatable work that teaches little should be automated. More of the known, repeatable work thatteaches little should be automated. Last stated 3 weeks ago 10 Sept 2026 KS Karri Saarinen — holds since 2026-09-10 — tap for who they are Same subject: The most underused thing AI does is teach you: people reach for it to write their code and forget it can take them through a curriculum in an hour. — tap to centre the map on it The most underused thing AI does isteach you: people reach for it towrite their code and forget it cantake them through a curriculum in anhour. Last stated a year ago 21 Sept 2025 JZ Julie Zhuo — holds since 2025-09-21 — tap for who they are Same subject: A skill being automated is not a reason to stop learning it: practising what machines already do is often the stepping stone to what only people can do. — tap to centre the map on it A skill being automated is not areason to stop learning it:practising what machines already dois often the stepping stone to whatonly people can do. Last stated 10 months ago 18 Nov 2025 SY Scott H. Young — holds since 2025-11-18 — tap for who they are Same subject: The simple work gets automated away, but the hard sciences and the places where they intersect never will. — tap to centre the map on it The simple work gets automated away,but the hard sciences and the placeswhere they intersect never will. Last stated 2 months ago 26 Jul 2026 JH Jensen Huang — holds since 2026-07-26 — tap for who they are Same subject: You cannot learn from work you did not do yourself. — tap to centre the map on it You cannot learn from work you didnot do yourself. Last stated 2 months ago 22 Jul 2026 SY Scott H. Young — holds since 2026-07-22 — tap for who they are Same subject: We should want more tools and fewer operated machines; the real AI game changers will have little to do with plain content generation. — tap to centre the map on it We should want more tools and feweroperated machines; the real AI gamechangers will have little to do withplain content generation. Last stated 3 years ago by 1 May 2023 AW Amelia Wattenberger — holds since 2023-05-01 — tap for who they are Same subject: Anything you would hire somebody to run should be automated instead. — tap to centre the map on it Anything you would hire somebody torun should be automated instead. Last stated 2 years ago 20 Aug 2024 PL Pieter Levels — holds since 2024-08-20 — tap for who they are Same subject: We have almost no automated techniques for making a system transfer what it learns, and none of the few we have are used in modern deep learning. — tap to centre the map on it We have almost no automatedtechniques for making a systemtransfer what it learns, and none ofthe few we have are used in moderndeep learning. Last stated a year ago 26 Sept 2025 RS Richard Sutton — holds since 2025-09-26 — tap for who they are Same subject: Some work probably should not be given away to AI but kept by humans. — tap to centre the map on it Some work probably should not begiven away to AI but kept by humans. Last stated 5 days ago 27 Sept 2026 MG Molly Graham — holds since 2026-09-27 — tap for who they are Same subject: A badly written AI outbound email is evidence of a bad vendor, not of a limit of AI. — tap to centre the map on it A badly written AI outbound email isevidence of a bad vendor, not of alimit of AI. Last stated 9 months ago 1 Jan 2026 JL Jason Lemkin — holds since 2026-01-01 — tap for who they are Same subject: A bigger context window does not give you a smarter model; the intelligence of the model is what decides how much of that window it can actually attend to. — tap to centre the map on it A bigger context window does notgive you a smarter model; theintelligence of the model is whatdecides how much of that window itcan actually attend to. Last stated 3 months ago 15 Jul 2026 DH Dex Horthy — holds since 2026-07-15 — tap for who they are Same subject: A child who has seen ten cats learns what a machine needs the whole internet of cat photos for, by a learning pathway nobody has solved. — tap to centre the map on it A child who has seen ten cats learnswhat a machine needs the wholeinternet of cat photos for, by alearning pathway nobody has solved. Last stated 2 months ago 10 Aug 2026 FL Fei-Fei Li — holds since 2026-08-10 — tap for who they are Same subject: A startup should not begin life as a nonprofit and bolt a for-profit arm on later, whatever OpenAI's own history suggests. — tap to centre the map on it A startup should not begin life as anonprofit and bolt a for-profit armon later, whatever OpenAI's ownhistory suggests. Last stated 3 years ago 18 Mar 2024 SA Sam Altman — holds since 2024-03-18 — tap for who they are Same subject: A technique that lets an AI model's reasoning shift outside its visible Chain of Thought is dangerous, both because it works and because a leading lab is willing to deploy it. — tap to centre the map on it A technique that lets an AI model'sreasoning shift outside its visibleChain of Thought is dangerous, bothbecause it works and because aleading lab is willing to deploy it. Last stated 4 weeks ago 3 Sept 2026 ZM Zvi Mowshowitz — holds since 2026-09-03 — tap for who they are Same subject: A tiny language model inventing a plausible-sounding name is the same phenomenon as a large one confidently stating a false fact. — tap to centre the map on it A tiny language model inventing aplausible-sounding name is the samephenomenon as a large oneconfidently stating a false fact. Last stated 8 months ago 12 Feb 2026 AK Andrej Karpathy — holds since 2026-02-12 — tap for who they are Same subject: "Scaling" was powerful because it was one word: naming a research direction is what tells a whole field what to do next. — tap to centre the map on it "Scaling" was powerful because itwas one word: naming a researchdirection is what tells a wholefield what to do next. Last stated 10 months ago 25 Nov 2025 IS Ilya Sutskever — holds since 2025-11-25 — tap for who they are Same subject: A benchmark result should be reported under a stated budget, or as a curve against test-time compute — never as a single number. — tap to centre the map on it A benchmark result should bereported under a stated budget, oras a curve against test-time compute— never as a single number. Last stated 3 months ago 26 Jun 2026 NB Noam Brown — holds since 2026-06-26 — tap for who they are Same subject: A lab should spend most of its compute on research rather than on building the next model, because research is where the tenfold yearly efficiency gains come from. — tap to centre the map on it A lab should spend most of itscompute on research rather than onbuilding the next model, becauseresearch is where the tenfold yearlyefficiency gains come from. Last stated 7 months ago 13 Mar 2026 DP Dylan Patel — holds since 2026-03-13 — tap for who they are
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At the centre More of the known, repeatable work that teaches little should be automated. Last stated 10 Sept 2026 · 3 weeks ago Holds Karri Saarinen Read this korrent →