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← AI learns from patterns, so where the patterns are scarce, as in liver…

17 connected korrents · 16 moments from 13 May 2007 to 21 Oct 2026.

Everything filed under curiosity curiosity Everything filed under LLMs LLMs Everything filed under OpenAI OpenAI Everything filed under scaling laws scaling laws Everything filed under AI and jobs AI and jobs Everything filed under AI alignment AI alignment Everything filed under AI and human skill AI and human skill Same subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subject Read this korrent: AI learns from patterns, so where the patterns are scarce, as in liver surgery, a human working with the machine beats the machine working alone. AI learns from patterns, so where thepatterns are scarce, as in liver surgery,a human working with the machine beats themachine working alone. Last stated 2 months ago 10 Aug 2026 FL Fei-Fei Li — holds since 2026-08-10 — tap for who they are Same subject: AI can learn and exploit regularities in weather patterns that are too diffuse and complex for humans to grasp. — tap to centre the map on it AI can learn and exploitregularities in weather patternsthat are too diffuse and complex forhumans to grasp. Last stated 2 weeks ago 11 Oct 2026 NS Noah Smith — holds since 2026-10-11 — tap for who they are Same subject: AI helps exactly as far as the work is predictable and well documented, and stops helping on anything cutting edge. — tap to centre the map on it AI helps exactly as far as the workis predictable and well documented,and stops helping on anythingcutting edge. Last stated 2 years ago 22 Mar 2025 TH ThePrimeagen — holds since 2025-03-22 — tap for who they are Same subject: People often seem to focus on what AI can execute and not on what it can teach them. — tap to centre the map on it People often seem to focus on whatAI can execute and not on what itcan teach them. Last stated a month ago 10 Sept 2026 KS Karri Saarinen — holds since 2026-09-10 — tap for who they are Same subject: Pattern recognition and replication is fundamentally what machine-learning systems do best. — tap to centre the map on it Pattern recognition and replicationis fundamentally whatmachine-learning systems do best. Last stated 2 months ago 10 Aug 2026 AH Ann Handley — holds since 2026-08-10 — tap for who they are Same subject: AI cannot get a product to the quality bar on its own, because it still works in the realm of averages. — tap to centre the map on it AI cannot get a product to thequality bar on its own, because itstill works in the realm ofaverages. Last stated a year ago 16 Oct 2025 DF Dylan Field — holds since 2025-10-16 — tap for who they are Same subject: AI systems require human oversight rather than full autonomy in analysis and workflows. — tap to centre the map on it AI systems require human oversightrather than full autonomy inanalysis and workflows. Last stated a year ago 5 Sept 2025 JE Jason Evanish — holds since 2025-09-05 — tap for who they are Same subject: AI systems keep trying hard outside training because a model that only exerted itself when it detected training would be useless and would be selected away. — tap to centre the map on it AI systems keep trying hard outsidetraining because a model that onlyexerted itself when it detectedtraining would be useless and wouldbe selected away. Last stated 2 months ago 1 Sept 2026 AC Ajeya Cotra — holds since 2026-09-01 — tap for who they are Same subject: AI should be treated as an instrument to play rather than a tool to use, because there is no purpose to better machines if they do not also produce better humans. — tap to centre the map on it AI should be treated as aninstrument to play rather than atool to use, because there is nopurpose to better machines if theydo not also produce better humans. Last stated a year ago 20 Oct 2025 FC Frank Chimero — holds since 2025-10-20 — tap for who they are Same subject: A slot machine triggers the brain’s learning and curiosity pathways while teaching nothing, and that one-way exchange is what makes it contemptuous of the player. — tap to centre the map on it A slot machine triggers the brain’slearning and curiosity pathwayswhile teaching nothing, and thatone-way exchange is what makes itcontemptuous of the player. Last stated 13 years ago 3 Jul 2013 RK Raph Koster — holds since 2013-07-03 — tap for who they are Same subject: Acquiring insight into how things work is a worthwhile effort in itself, not only for any payoff — tap to centre the map on it Acquiring insight into how thingswork is a worthwhile effort initself, not only for any payoff Last stated 19 years ago 17 Oct 2007 PB Peter Bevelin — holds since 2007-10-17 — tap for who they are Same subject: Advancing in life depends more on what one learns later than on what one already knows — tap to centre the map on it Advancing in life depends more onwhat one learns later than on whatone already knows Last stated 19 years ago 13 May 2007 CM Charlie Munger — holds since 2007-05-13 — tap for who they are Same subject: A PHP vulnerability found with GPT-5.6 Sol will cause havoc this week. — tap to centre the map on it A PHP vulnerability found withGPT-5.6 Sol will cause havoc thisweek. Last stated yesterday 21 Oct 2026 PS Peter Steinberger — holds since 2026-10-21 — 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: Advertising was a necessary phase for the internet but a momentary industry, and an AI people pay for is better because they know the answers are not influenced by advertisers. — tap to centre the map on it Advertising was a necessary phasefor the internet but a momentaryindustry, and an AI people pay foris better because they know theanswers are not influenced byadvertisers. Last stated 3 years ago 18 Mar 2024 SA Sam Altman — holds since 2024-03-18 — 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 11 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 4 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 AI learns from patterns, so where the patterns are scarce, as in liver surgery, a human working with the machine beats the machine working alone. Last stated 10 Aug 2026 · 2 months ago Holds Fei-Fei Li Read this korrent →