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← The probabilistic nature of AI models is what makes them well suited to creative tasks

17 connected korrents · 19 moments from 10 Dec 2015 to 21 Oct 2026.

Everything filed under LLMs LLMs Everything filed under neural networks neural networks Everything filed under scaling laws scaling laws Everything filed under OpenAI OpenAI Everything filed under creativity creativity Everything filed under optimism optimism Same subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subject Read this korrent: The probabilistic nature of AI models is what makes them well suited to creative tasks The probabilistic nature of AI models iswhat makes them well suited to creativetasks Last stated 3 years ago 16 Jan 2024 CH Chip Huyen — holds since 2024-01-16 — tap for who they are Same subject: The probabilistic nature of AI models makes their outputs inherently unreliable. — tap to centre the map on it The probabilistic nature of AImodels makes their outputsinherently unreliable. Last stated 2 years ago 25 Jul 2024 CH Chip Huyen — holds since 2024-07-25 — tap for who they are Same subject: There is an AI-assisted explosion of creativity — tap to centre the map on it There is an AI-assisted explosion ofcreativity Last stated 4 weeks ago 11 Oct 2026 PL Pieter Levels — holds since 2026-10-11 — tap for who they are Same subject: New AI models will let people offload tasks they shouldn't have to do themselves and enable new forms of creativity. — tap to centre the map on it New AI models will let peopleoffload tasks they shouldn't have todo themselves and enable new formsof creativity. Last stated 2 months ago 4 Sept 2026 PM Packy McCormick — holds since 2026-09-04 — tap for who they are Same subject: As model complexity grows, it is very likely that AI will perform even better. — tap to centre the map on it As model complexity grows, it isvery likely that AI will performeven better. Last stated 2 weeks ago 19 Oct 2026 VP Vinay Prasad — holds since 2026-10-19 — 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: AI excels at certain tasks but cannot substitute for human thinking. — tap to centre the map on it AI excels at certain tasks butcannot substitute for humanthinking. Last stated 2 months ago 1 Sept 2026 NM Nick Maggiulli — holds since 2026-09-01 — tap for who they are Same subject: AI systems are probabilistic rather than deterministic, unlike traditional programming abstractions. — tap to centre the map on it AI systems are probabilistic ratherthan deterministic, unliketraditional programmingabstractions. Last stated a year ago 8 Sept 2025 RD Rakhim Davletkaliyev — holds since 2025-09-08 — tap for who they are Same subject: AI will be more creative than humans — tap to centre the map on it AI will be more creative than humans Last stated 4 years ago 5 Dec 2022 DH David Heinemeier Hansson — holds since 2022-12-05 — tap for who they are Same subject: A layer should learn a residual with reference to its own input rather than an unreferenced function, which is what makes great depth trainable. — tap to centre the map on it A layer should learn a residual withreference to its own input ratherthan an unreferenced function, whichis what makes great depth trainable. 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: A project-level agent memory file works like a neural net, steering the agent much as a fine-tuned LoRA steers a model. — tap to centre the map on it A project-level agent memory fileworks like a neural net, steeringthe agent much as a fine-tuned LoRAsteers a model. Last stated 2 months ago 23 Aug 2026 KC Kun Chen — holds since 2026-08-23 — tap for who they are Same subject: A small enough winning ticket learns faster than the network it was cut out of, and ends up more accurate than it. — tap to centre the map on it A small enough winning ticket learnsfaster than the network it was cutout of, and ends up more accuratethan it. Last stated 9 years ago 9 Mar 2018 MC Michael Carbin — holds since 2018-03-09 — tap for who they are JF Jonathan Frankle — holds since 2018-03-09 — tap for who they are Same subject: Scaling the 2019-2023 recipe — same architecture, bigger model, more data — is not enough; further progress depends on new architectural ideas. — tap to centre the map on it Scaling the 2019-2023 recipe — samearchitecture, bigger model, moredata — is not enough; furtherprogress depends on newarchitectural ideas. Last stated 2 years ago 20 Dec 2024 FC François Chollet — holds since 2024-12-20 — tap for who they are GM Gary Marcus — holds since 2024-10-11 — 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 2 weeks ago 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: Most computer scientists did not anticipate deep learning's rapid success scaling to its current level. — tap to centre the map on it Most computer scientists did notanticipate deep learning's rapidsuccess scaling to its currentlevel. Last stated 7 months ago 15 Apr 2026 DM Dylan Matthews — holds since 2026-04-15 — 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
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At the centre The probabilistic nature of AI models is what makes them well suited to creative tasks Last stated 16 Jan 2024 · 3 years ago Holds Chip Huyen Read this korrent →