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← All measurements on open model adoption are incredibly imprecise.

17 connected korrents · 16 moments from 20 Jul 2023 to 4 Nov 2026.

Everything filed under LLMs LLMs Everything filed under Anthropic Anthropic Everything filed under OpenAI OpenAI Everything filed under scaling laws scaling laws Everything filed under AI and science AI and science Everything filed under open source open source Everything filed under China China Everything filed under developer tools developer tools Everything filed under benchmarks benchmarks Same subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subject Read this korrent: All measurements on open model adoption are incredibly imprecise. All measurements on open model adoptionare incredibly imprecise. Last stated yesterday 4 Nov 2026 NL Nathan Lambert — holds since 2026-11-04 — tap for who they are Same subject: Failing to adjust raw data for known measurement biases produces inaccurate results. — tap to centre the map on it Failing to adjust raw data for knownmeasurement biases producesinaccurate results. Last stated 3 months ago 27 Jul 2026 AD Andrew Dessler — holds since 2026-07-27 — tap for who they are Same subject: Western open-weight models receive significantly more adoption than Chinese models with similar performance-to-size footprints. — tap to centre the map on it Western open-weight models receivesignificantly more adoption thanChinese models with similarperformance-to-size footprints. Last stated 3 weeks ago 17 Oct 2026 NL Nathan Lambert — holds since 2026-10-17 — tap for who they are Same subject: It is fine that “open source” and “open weights” will be used interchangeably for AI models. — tap to centre the map on it It is fine that “open source” and“open weights” will be usedinterchangeably for AI models. Last stated 3 years ago 20 Jul 2023 AF Alessio Fanelli — holds since 2023-07-20 — tap for who they are Same subject: Open-weight models are becoming an essential tool for AI diffusion. — tap to centre the map on it Open-weight models are becoming anessential tool for AI diffusion. Last stated a month ago 21 Sept 2026 NL Nathan Lambert — holds since 2026-09-21 — tap for who they are Same subject: Open-source models cannot keep frontier systems in check, because they will always be much dumber than the frontier. — tap to centre the map on it Open-source models cannot keepfrontier systems in check, becausethey will always be much dumber thanthe frontier. Last stated 2 months ago 1 Sept 2026 AC Ajeya Cotra — holds since 2026-09-01 — tap for who they are Same subject: Qualitative claims about AI alignment cannot be validly inferred from quantitative scores on mundane use-case tests. — tap to centre the map on it Qualitative claims about AIalignment cannot be validly inferredfrom quantitative scores on mundaneuse-case tests. Last stated 2 months ago 9 Sept 2026 ZM Zvi Mowshowitz — holds since 2026-09-09 — tap for who they are Same subject: The performance gap between closed-source and open-weight language models is closing. — tap to centre the map on it The performance gap betweenclosed-source and open-weightlanguage models is closing. Last stated 3 years ago 15 Apr 2024 SR Sebastian Ruder — holds since 2024-04-15 — tap for who they are Same subject: Adoption is worth measuring first despite being a bad metric, because developers are cranky enough not to use a tool that is awful. — tap to centre the map on it Adoption is worth measuring firstdespite being a bad metric, becausedevelopers are cranky enough not touse a tool that is awful. Last stated 7 months ago 22 Mar 2026 NF Nicole Forsgren — holds since 2026-03-22 — 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: 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: "I don't know" becomes a kind of superpower when you can work with Claude Code to figure things out. — tap to centre the map on it "I don't know" becomes a kind ofsuperpower when you can work withClaude Code to figure things out. Last stated 8 months ago 19 Mar 2026 KP Kris Puckett — holds since 2026-03-19 — tap for who they are Same subject: A benchmark that ranks Claude Code last while it stays first in use is measuring the wrong thing, and has been for a year. — tap to centre the map on it A benchmark that ranks Claude Codelast while it stays first in use ismeasuring the wrong thing, and hasbeen for a year. Last stated 2 months ago 3 Sept 2026 DR Dax Raad — holds since 2026-09-03 — tap for who they are Same subject: A skill is a set of repeatable, specific instructions that augments what Claude Code can do. — tap to centre the map on it A skill is a set of repeatable,specific instructions that augmentswhat Claude Code can do. Last stated 8 months ago 19 Mar 2026 KP Kris Puckett — holds since 2026-03-19 — 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 CPU and memory crunch is coming. — tap to centre the map on it A CPU and memory crunch is coming. Last stated a week ago 26 Oct 2026 DM Dillon Mulroy — holds since 2026-10-26 — tap for who they are
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At the centre All measurements on open model adoption are incredibly imprecise. Last stated 4 Nov 2026 · yesterday Holds Nathan Lambert Read this korrent →