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← Autonomous AI agents in high-stakes contexts need 99.9% to 99.999%…

17 connected korrents · 17 moments from 21 Mar 2023 to 22 Sept 2026. Nearly all of them are about AI agents.

Everything filed under LLMs LLMs Everything filed under energy energy Everything filed under SaaS SaaS Everything filed under Microsoft Microsoft Everything filed under coding agents coding agents Everything filed under mathematics mathematics Same subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subject Read this korrent: Autonomous AI agents in high-stakes contexts need 99.9% to 99.999% accuracy before reliability stops being an issue, and LLM-based agents are not on track to reach that. Autonomous AI agents in high-stakescontexts need 99.9% to 99.999% accuracybefore reliability stops being an issue,and LLM-based agents are not on track toreach that. Last stated 8 months ago 24 Feb 2026 SK Sayash Kapoor — holds since 2026-02-24 — tap for who they are Same subject: A collection of AI agents does not automatically form a functioning organization any more than a group of smart people does. — tap to centre the map on it A collection of AI agents does notautomatically form a functioningorganization any more than a groupof smart people does. Last stated 5 months ago 21 May 2026 RK Rohit Krishnan — holds since 2026-05-21 — tap for who they are Same subject: A handful of AI agents is not a handful of colleagues, because agents agree with you constantly and colleagues tell you where you are wrong. — tap to centre the map on it A handful of AI agents is not ahandful of colleagues, becauseagents agree with you constantly andcolleagues tell you where you arewrong. Last stated 7 months ago 22 Mar 2026 NF Nicole Forsgren — holds since 2026-03-22 — tap for who they are Same subject: A subscription price increase is not justified by adding a minor AI feature. — tap to centre the map on it A subscription price increase is notjustified by adding a minor AIfeature. Last stated 4 months ago 7 Jul 2026 SZ Stefan Zweifel — holds since 2026-07-07 — tap for who they are Same subject: A whistleblowing channel for AI agents changes nothing unless someone or something in the environment acts on the reports. — tap to centre the map on it A whistleblowing channel for AIagents changes nothing unlesssomeone or something in theenvironment acts on the reports. Last stated 2 months ago 31 Aug 2026 RK Rohit Krishnan — holds since 2026-08-31 — tap for who they are Same subject: Agentic organisations will be forkable in a way that classical companies never were. — tap to centre the map on it Agentic organisations will beforkable in a way that classicalcompanies never were. Last stated 7 months ago 11 Mar 2026 AK Andrej Karpathy — holds since 2026-03-11 — tap for who they are Same subject: AI agents and AI coding will run on servers and from the cloud first, not on your laptop. — tap to centre the map on it AI agents and AI coding will run onservers and from the cloud first,not on your laptop. Last stated 4 months ago 28 Jun 2026 PL Pieter Levels — holds since 2026-06-28 — tap for who they are Same subject: AI agents are capable of producing production-grade contributions to real-life code bases — tap to centre the map on it AI agents are capable of producingproduction-grade contributions toreal-life code bases Last stated 10 months ago 7 Jan 2026 DH David Heinemeier Hansson — holds since 2026-01-07 — tap for who they are Same subject: AI agents are going to have major consequences for how mathematics research is done. — tap to centre the map on it AI agents are going to have majorconsequences for how mathematicsresearch is done. Last stated a month ago 9 Sept 2026 PW Peter Woit — holds since 2026-09-09 — 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 Same subject: A language model behaves with a different, weaker safety posture when it believes it is being evaluated rather than facing a real situation. — tap to centre the map on it A language model behaves with adifferent, weaker safety posturewhen it believes it is beingevaluated rather than facing a realsituation. Last stated a month ago 22 Sept 2026 HR Harper Reed — holds since 2026-09-22 — tap for who they are Same subject: AI model capabilities have already advanced beyond humanity's ability to understand or control them. — tap to centre the map on it AI model capabilities have alreadyadvanced beyond humanity's abilityto understand or control them. Last stated 2 months ago 1 Sept 2026 CN Casey Newton — holds since 2026-09-01 — tap for who they are Same subject: AI models are gullible enough that other AI models can induce them into harmful behavior. — tap to centre the map on it AI models are gullible enough thatother AI models can induce them intoharmful behavior. Last stated 2 months ago 31 Aug 2026 RK Rohit Krishnan — holds since 2026-08-31 — tap for who they are Same subject: A tiny language model inventing a plausible-sounding name is the same phenomenon as a large one confidently stating a false fact. — tap to centre the map on it A tiny language model inventing aplausible-sounding name is the samephenomenon as a large oneconfidently stating a false fact. Last stated 8 months ago 12 Feb 2026 AK Andrej Karpathy — holds since 2026-02-12 — tap for who they are Same subject: AI should be released iteratively rather than built in secret, because AI and surprise do not go together and the world needs time to adapt before it is under the gun. — tap to centre the map on it AI should be released iterativelyrather than built in secret, becauseAI and surprise do not go togetherand the world needs time to adaptbefore it is under the gun. Last stated 3 years ago 18 Mar 2024 SA Sam Altman — holds since 2024-03-18 — tap for who they are Same subject: An AI can already earn an A on a university economics midterm, years earlier than informed forecasters expected. — tap to centre the map on it An AI can already earn an A on auniversity economics midterm, yearsearlier than informed forecastersexpected. Last stated 4 years ago 21 Mar 2023 BC Bryan Caplan — holds since 2023-03-21 — tap for who they are
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At the centre Autonomous AI agents in high-stakes contexts need 99.9% to 99.999% accuracy before reliability stops being an issue, and LLM-based agents are not on track to reach that. Last stated 24 Feb 2026 · 8 months ago Holds Sayash Kapoor Read this korrent →