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← The connection between representations and types may be fundamentally…

13 connected korrents · 14 moments on record from 3 Sept 2015 to 15 Sept 2026.

Everything filed under LLMs LLMs Everything filed under measuring intelligence measuring intelligence Everything filed under scaling laws scaling laws Everything filed under neural networks neural networks Same subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subject Read this korrent: The connection between representations and types may be fundamentally significant, akin to links among geometry, logic, topology and functional programming. The connection between representations andtypes may be fundamentally significant,akin to links among geometry, logic,topology and functional programming. Last stated 11 years ago 3 Sept 2015 CO Christopher Olah — holds since 2015-09-03 — tap for who they are Same subject: Concepts are represented with strikingly similar geometry inside large AI models and inside brains. — tap to centre the map on it Concepts are represented withstrikingly similar geometry insidelarge AI models and inside brains. Last stated a month ago 20 Aug 2026 MH Max Hodak — holds since 2026-08-20 — tap for who they are Same subject: Object-oriented programming is how he sees the world, whatever the frontier says about functional programming. — tap to centre the map on it Object-oriented programming is howhe sees the world, whatever thefrontier says about functionalprogramming. Last stated 2 years ago 18 Sept 2024 DH David Heinemeier Hansson — holds since 2024-09-18 — tap for who they are Same subject: The depth of a representation, not any particular architecture trick, is what most visual recognition tasks turn on. — tap to centre the map on it The depth of a representation, notany particular architecture trick,is what most visual recognitiontasks turn on. Last stated 11 years ago 10 Dec 2015 JS Jian Sun — holds since 2015-12-10 — tap for who they are KH Kaiming He — holds since 2015-12-10 — tap for who they are Same subject: Pre-trained representations reduce the need for many heavily-engineered task-specific architectures. — tap to centre the map on it Pre-trained representations reducethe need for many heavily-engineeredtask-specific architectures. Last stated 8 years ago 11 Oct 2018 KT Kristina Toutanova — holds since 2018-10-11 — tap for who they are MC Ming-Wei Chang — holds since 2018-10-11 — tap for who they are KL Kenton Lee — holds since 2018-10-11 — tap for who they are JD Jacob Devlin — holds since 2018-10-11 — 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 2 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 a month ago 10 Aug 2026 FL Fei-Fei Li — holds since 2026-08-10 — tap for who they are Same subject: A true artificial general intelligence cannot exist without being recognized as a moral subject. — tap to centre the map on it A true artificial generalintelligence cannot exist withoutbeing recognized as a moral subject. Last stated a year ago 10 Jun 2025 SH Samuel Hammond — holds since 2025-06-10 — tap for who they are Same subject: A unit of AI inference needs to be defined, for example via a chain of increasingly hard problems where each consecutive pair is solvable by one model. — tap to centre the map on it A unit of AI inference needs to bedefined, for example via a chain ofincreasingly hard problems whereeach consecutive pair is solvable byone model. Last stated 6 days ago 15 Sept 2026 PG Paul Graham — holds since 2026-09-15 — tap for who they are Same subject: Both the special-purpose-programs view and the blank-slate view of human intelligence are likely incorrect. — tap to centre the map on it Both the special-purpose-programsview and the blank-slate view ofhuman intelligence are likelyincorrect. Last stated 7 years ago 5 Nov 2019 FC François Chollet — holds since 2019-11-05 — 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 6 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 The connection between representations and types may be fundamentally significant, akin to links among geometry, logic, topology and functional programming. Last stated 3 Sept 2015 · 11 years ago Holds Christopher Olah Read this korrent →