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← In the physical world a model's mistake is measured in human lives…

15 connected korrents · 15 moments from 21 Dec 2023 to 17 Sept 2026.

Everything filed under AI alignment AI alignment Everything filed under coding agents coding agents Everything filed under LLMs LLMs Everything filed under health and fitness health and fitness Everything filed under chat interfaces chat interfaces Same subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subject Read this korrent: In the physical world a model's mistake is measured in human lives rather than tokens, and there is no retry button. In the physical world a model's mistake ismeasured in human lives rather thantokens, and there is no retry button. Last stated 3 months ago 3 Aug 2026 DD Dmitri Dolgov — holds since 2026-08-03 — tap for who they are Same subject: Spending on existential risk cannot be held accountable, because there is no measurement that would ever show it failing. — tap to centre the map on it Spending on existential risk cannotbe held accountable, because thereis no measurement that would evershow it failing. Last stated 3 years ago 21 Dec 2023 MJ Matt Johnson — holds since 2023-12-21 — tap for who they are Same subject: An AI model that is right 92% of the time is worth almost infinitely more than one right 88% of the time. — tap to centre the map on it An AI model that is right 92% of thetime is worth almost infinitely morethan one right 88% of the time. Last stated 8 months ago 19 Feb 2026 NR Naval Ravikant — holds since 2026-02-19 — tap for who they are Same subject: Having an AI agent write tests costs tokens in the short run and saves them in the long run, because the classic failure is that the code does not work. — tap to centre the map on it Having an AI agent write tests coststokens in the short run and savesthem in the long run, because theclassic failure is that the codedoes not work. Last stated 4 months ago 1 Jul 2026 KB Kent Beck — holds since 2026-07-01 — tap for who they are Same subject: Health optimisation has overshot: minimising a measured risk is not worth it if the cost is not having lived. — tap to centre the map on it Health optimisation has overshot:minimising a measured risk is notworth it if the cost is not havinglived. Last stated 2 months ago 26 Aug 2026 DH David Heinemeier Hansson — holds since 2026-08-26 — tap for who they are Same subject: Robots will learn from deployment more easily than chatbots do, because a physical mistake is obvious the moment it happens. — tap to centre the map on it Robots will learn from deploymentmore easily than chatbots do,because a physical mistake isobvious the moment it happens. Last stated a year ago 12 Sept 2025 SL Sergey Levine — holds since 2025-09-12 — tap for who they are Same subject: A statistical system that knows when it is wrong is a contradiction in terms. — tap to centre the map on it A statistical system that knows whenit is wrong is a contradiction interms. Last stated a year ago 2 Sept 2025 BE Benedict Evans — holds since 2025-09-02 — tap for who they are Same subject: A company that uses an algorithm to nudge customers into behavior that isn't good for them is doing something bad. — tap to centre the map on it A company that uses an algorithm tonudge customers into behavior thatisn't good for them is doingsomething bad. Last stated a year ago 7 Oct 2025 MM Mr. Money Mustache — holds since 2025-10-07 — tap for who they are Same subject: A control evaluation that reports under one per cent risk should be read as several per cent, because the evaluation can itself fail. — tap to centre the map on it A control evaluation that reportsunder one per cent risk should beread as several per cent, becausethe evaluation can itself fail. Last stated 2 years ago 7 May 2024 BS Buck Shlegeris — holds since 2024-05-07 — tap for who they are Same subject: A feedback loop that reinforces a behavior pulls it toward whatever improves the loop's own score. — tap to centre the map on it A feedback loop that reinforces abehavior pulls it toward whateverimproves the loop's own score. Last stated 2 months ago 26 Aug 2026 HK Henrik Karlsson — holds since 2026-08-26 — 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 7 months ago 19 Mar 2026 KP Kris Puckett — holds since 2026-03-19 — tap for who they are Same subject: A coding agent does not learn from its mistakes the way a person does -- it repeats the same error indefinitely unless a human notices and writes it down. — tap to centre the map on it A coding agent does not learn fromits mistakes the way a person does-- it repeats the same errorindefinitely unless a human noticesand writes it down. Last stated 7 months ago 25 Mar 2026 MZ Mario Zechner — holds since 2026-03-25 — tap for who they are Same subject: A coding agent left to run over a weekend returns work that is half good, a quarter garbage and a quarter in need of repair. — tap to centre the map on it A coding agent left to run over aweekend returns work that is halfgood, a quarter garbage and aquarter in need of repair. Last stated a year ago 18 Aug 2025 CB Clay Bavor — holds since 2025-08-18 — 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 10 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 3 months ago 15 Jul 2026 DH Dex Horthy — holds since 2026-07-15 — tap for who they are Same subject: A body of publications is easy for AI models to consume via pretraining corpora but cumbersome for most humans due to CAPTCHAs, accounts, and paywalls. — tap to centre the map on it A body of publications is easy forAI models to consume via pretrainingcorpora but cumbersome for mosthumans due to CAPTCHAs, accounts,and paywalls. Last stated a month ago 17 Sept 2026 PC Patrick Collison — holds since 2026-09-17 — tap for who they are
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At the centre In the physical world a model's mistake is measured in human lives rather than tokens, and there is no retry button. Last stated 3 Aug 2026 · 3 months ago Holds Dmitri Dolgov Read this korrent →