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← Evaluation and error analysis will remain necessary practices even if AI models become near-perfect.

17 connected korrents · 15 moments from 24 Feb 2018 to 22 Sept 2026.

Everything filed under AGI AGI Everything filed under LLMs LLMs Everything filed under OpenAI OpenAI Everything filed under reinforcement learning reinforcement learning Everything filed under AI alignment AI alignment Everything filed under AI and jobs AI and jobs Everything filed under developer tools developer tools Same subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subject Read this korrent: Evaluation and error analysis will remain necessary practices even if AI models become near-perfect. Evaluation and error analysis will remainnecessary practices even if AI modelsbecome near-perfect. Last stated 2 weeks ago 18 Sept 2026 HH Hamel Husain — holds since 2026-09-18 — tap for who they are Same subject: The one safe bet about AI is that models will improve, so what a company has to build is an organisation that gets better as models get better. — tap to centre the map on it The one safe bet about AI is thatmodels will improve, so what acompany has to build is anorganisation that gets better asmodels get better. Last stated 12 months ago 16 Oct 2025 DF Dylan Field — holds since 2025-10-16 — tap for who they are Same subject: AI systems require human oversight rather than full autonomy in analysis and workflows. — tap to centre the map on it AI systems require human oversightrather than full autonomy inanalysis and workflows. Last stated a year ago 5 Sept 2025 JE Jason Evanish — holds since 2025-09-05 — tap for who they are Same subject: Alignment and safety techniques must stay ahead of progress in AI model capabilities. — tap to centre the map on it Alignment and safety techniques muststay ahead of progress in AI modelcapabilities. Last stated 3 weeks ago 14 Sept 2026 SA Sam Altman — holds since 2026-09-14 — tap for who they are Same subject: A validated theory of intelligence may be necessary for achieving genuine AI alignment. — tap to centre the map on it A validated theory of intelligencemay be necessary for achievinggenuine AI alignment. Last stated 2 months ago 17 Aug 2026 KK Kevin Kelly — holds since 2026-08-17 — tap for who they are Same subject: AI models can produce competent-looking software but cannot judge which problems are worth solving or which solutions are right. — tap to centre the map on it AI models can producecompetent-looking software butcannot judge which problems areworth solving or which solutions areright. Last stated 4 months ago 26 May 2026 CB Carlos Alexandro Becker — holds since 2026-05-26 — tap for who they are Same subject: You need to build early with AI to have any intuition for when the models become capable. — tap to centre the map on it You need to build early with AI tohave any intuition for when themodels become capable. Last stated 3 weeks ago 10 Sept 2026 MK Mike Krieger — holds since 2026-09-10 — tap for who they are Same subject: Automated evaluation tools are useful for finding some types of AI errors, especially when combined with human judgment. — tap to centre the map on it Automated evaluation tools areuseful for finding some types of AIerrors, especially when combinedwith human judgment. Last stated a week ago 22 Sept 2026 LR Lenny Rachitsky — holds since 2026-09-22 — tap for who they are Same subject: Existing AI models were already more than good enough for writing code and do more than can be utilized from them. — tap to centre the map on it Existing AI models were already morethan good enough for writing codeand do more than can be utilizedfrom them. Last stated 3 weeks ago 8 Sept 2026 GO Gergely Orosz — holds since 2026-09-08 — 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 6 months ago 25 Mar 2026 DH David Heinemeier Hansson — holds since 2026-03-25 — tap for who they are Same subject: A country outside the AI supply chain should just buy the index — which works only in the world where AI ends up commoditised rather than concentrated. — tap to centre the map on it A country outside the AI supplychain should just buy the index —which works only in the world whereAI ends up commoditised rather thanconcentrated. Last stated 4 months ago 4 Jun 2026 AI Alex Imas — holds since 2026-06-04 — tap for who they are Same subject: A poor country should prioritise owning a piece of AI over retraining its workers, but it should not bet everything on that. — tap to centre the map on it A poor country should prioritiseowning a piece of AI over retrainingits workers, but it should not beteverything on that. Last stated 4 months ago 4 Jun 2026 PT Phil Trammell — holds since 2026-06-04 — tap for who they are Same subject: A slow takeoff is significantly more likely than a fast one: AI that is nearly as powerful will have transformed the world before the incredibly powerful kind arrives. — tap to centre the map on it A slow takeoff is significantly morelikely than a fast one: AI that isnearly as powerful will havetransformed the world before theincredibly powerful kind arrives. Last stated 9 years ago 24 Feb 2018 PC Paul Christiano — holds since 2018-02-24 — tap for who they are Same subject: A physical AI company needs three AIs, not one — the agent, the simulator and the critic — turning deployment into a flywheel. — tap to centre the map on it A physical AI company needs threeAIs, not one — the agent, thesimulator and the critic — turningdeployment into a flywheel. Last stated 2 months ago 3 Aug 2026 DD Dmitri Dolgov — holds since 2026-08-03 — tap for who they are Same subject: A verifiable task can be optimised by reinforcement learning until a neural network performs it extremely well. — tap to centre the map on it A verifiable task can be optimisedby reinforcement learning until aneural network performs it extremelywell. Last stated 10 months ago 17 Nov 2025 AK Andrej Karpathy — holds since 2025-11-17 — tap for who they are Same subject: Building a realistic simulator is exactly as hard as building the agent, because the simulator is itself a large AI model. — tap to centre the map on it Building a realistic simulator isexactly as hard as building theagent, because the simulator isitself a large AI model. Last stated 2 months ago 3 Aug 2026 DD Dmitri Dolgov — holds since 2026-08-03 — tap for who they are
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At the centre Evaluation and error analysis will remain necessary practices even if AI models become near-perfect. Last stated 18 Sept 2026 · 2 weeks ago Holds Hamel Husain Read this korrent →