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← The shift from a transductive paradigm to an inductive paradigm is the big story of 2025 and 2026.

17 connected korrents · 17 moments from 3 Sept 2015 to 10 Oct 2026.

Everything filed under AI and science AI and science Everything filed under OpenAI OpenAI Everything filed under scaling laws scaling laws Everything filed under LLMs LLMs Everything filed under innovation innovation Everything filed under AI agents AI agents Everything filed under neural networks neural networks Everything filed under coding agents coding agents Same subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subject Read this korrent: The shift from a transductive paradigm to an inductive paradigm is the big story of 2025 and 2026. The shift from a transductive paradigm toan inductive paradigm is the big story of2025 and 2026. Last stated yesterday 10 Oct 2026 FC François Chollet — holds since 2026-10-10 — tap for who they are Same subject: AI is becoming the next major paradigm shift in biology, following genetics and genomics. — tap to centre the map on it AI is becoming the next majorparadigm shift in biology, followinggenetics and genomics. Last stated 4 months ago 21 Jun 2026 EH Elliot Hershberg — holds since 2026-06-21 — tap for who they are Same subject: Future AI, say in fifteen years, will not be built on the LLM stack; it will have to move to symbolic learning. — tap to centre the map on it Future AI, say in fifteen years,will not be built on the LLM stack;it will have to move to symboliclearning. Last stated 2 months ago 7 Aug 2026 FC François Chollet — holds since 2026-08-07 — tap for who they are Same subject: LLM intelligence should not be understood through an animal analogy; it is a different kind of entity altogether — tap to centre the map on it LLM intelligence should not beunderstood through an animalanalogy; it is a different kind ofentity altogether Last stated 10 months ago 19 Dec 2025 AK Andrej Karpathy — holds since 2025-12-19 — tap for who they are Same subject: AI trends change rapidly, with what is considered 'cool' flipping every six months. — tap to centre the map on it AI trends change rapidly, with whatis considered 'cool' flipping everysix months. Last stated 2 weeks ago 26 Sept 2026 PL Pieter Levels — holds since 2026-09-26 — tap for who they are Same subject: AI's transformation of society will unfold gradually over decades, not in a single moment of takeoff. — tap to centre the map on it AI's transformation of society willunfold gradually over decades, notin a single moment of takeoff. Last stated 3 months ago 15 Jul 2026 TF Tiago Forte — holds since 2026-07-15 — tap for who they are Same subject: The next shift in AI will probably be agents that are more proactive toward you than you are toward them. — tap to centre the map on it The next shift in AI will probablybe agents that are more proactivetoward you than you are toward them. Last stated a month ago 8 Sept 2026 RU Roman Ugarte — holds since 2026-09-08 — tap for who they are Same subject: Deep learning will be understood very differently in thirty years than it is today. — tap to centre the map on it Deep learning will be understoodvery differently in thirty yearsthan it is today. Last stated 11 years ago 3 Sept 2015 CO Christopher Olah — holds since 2015-09-03 — tap for who they are Same subject: The step change in AI coding in 2025 came from the harnesses and the tooling around the models, not from the models themselves. — tap to centre the map on it The step change in AI coding in 2025came from the harnesses and thetooling around the models, not fromthe models themselves. Last stated 2 months ago 12 Aug 2026 CM Charity Majors — holds since 2026-08-12 — tap for who they are Same subject: A compound's AI origin story is not by itself a reason to expect it to do better in the clinic. — tap to centre the map on it A compound's AI origin story is notby itself a reason to expect it todo better in the clinic. Last stated 2 years ago 13 May 2024 DL Derek Lowe — holds since 2024-05-13 — tap for who they are Same subject: A computational discovery platform does not make a biotech fast, because the thousand other steps of drug development are still the bottleneck. — tap to centre the map on it A computational discovery platformdoes not make a biotech fast,because the thousand other steps ofdrug development are still thebottleneck. Last stated 2 years ago 17 Sept 2024 AT Alex Telford — holds since 2024-09-17 — tap for who they are Same subject: A computational method can regularly predict protein structures with atomic accuracy even when no similar structure is known. — tap to centre the map on it A computational method can regularlypredict protein structures withatomic accuracy even when no similarstructure is known. Last stated 5 years ago 15 Jul 2021 DH Demis Hassabis — holds since 2021-07-15 — 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 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: Agents are going to be incorporated into mainstream interfaces — tap to centre the map on it Agents are going to be incorporatedinto mainstream interfaces Last stated 7 months ago 25 Mar 2026 DH David Heinemeier Hansson — holds since 2026-03-25 — tap for who they are
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At the centre The shift from a transductive paradigm to an inductive paradigm is the big story of 2025 and 2026. Last stated 10 Oct 2026 · yesterday Holds François Chollet Read this korrent →