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← Faster AI progress on narrow, verifiable tasks will not lead to broad…

17 connected korrents · 18 moments from 15 Jul 2021 to 27 Sept 2026.

Everything filed under recursive self-improvement recursive self-improvement Everything filed under AI alignment AI alignment Everything filed under AI and science AI and science Everything filed under world models world models Everything filed under Anthropic Anthropic Same subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subject Read this korrent: Faster AI progress on narrow, verifiable tasks will not lead to broad recursive self-improvement or explosive AI progress. Faster AI progress on narrow, verifiabletasks will not lead to broad recursiveself-improvement or explosive AI progress. Last stated 3 months ago 5 Aug 2026 SK Sayash Kapoor — holds since 2026-08-05 — tap for who they are Same subject: AI is already inside the recursive self-improvement loop — what the labs have shipped in recent weeks shows the cycle has started. — tap to centre the map on it AI is already inside the recursiveself-improvement loop — what thelabs have shipped in recent weeksshows the cycle has started. Last stated 3 months ago 3 Aug 2026 CP Chamath Palihapitiya — holds since 2026-08-03 — tap for who they are Same subject: AI takeover is not the thing to worry about: physical constraints bound recursive self-improvement, and humans reliably act once a risk becomes immediate. — tap to centre the map on it AI takeover is not the thing toworry about: physical constraintsbound recursive self-improvement,and humans reliably act once a riskbecomes immediate. Last stated 2 years ago 3 Feb 2025 NL Nathan Lambert — holds since 2025-02-03 — tap for who they are Same subject: Coding agents already do coarse-grained recursive self-improvement, because every use rewrites their instruction files and their long-term memory. — tap to centre the map on it Coding agents already docoarse-grained recursiveself-improvement, because every userewrites their instruction files andtheir long-term memory. Last stated 3 months ago 26 Jul 2026 JH Jensen Huang — holds since 2026-07-26 — tap for who they are Same subject: Coding is not just another application domain for AI; it is the meta-skill that lets AI generate its own training material and start the recursive self-improvement loop. — tap to centre the map on it Coding is not just anotherapplication domain for AI; it is themeta-skill that lets AI generate itsown training material and start therecursive self-improvement loop. Last stated 2 months ago 10 Aug 2026 FC François Chollet — holds since 2026-08-10 — tap for who they are Same subject: Human parity on discovery benchmarks like DiG-bench will be reached by mid-2027, marking the point where recursive self-improvement in AI seriously kicks off. — tap to centre the map on it Human parity on discovery benchmarkslike DiG-bench will be reached bymid-2027, marking the point whererecursive self-improvement in AIseriously kicks off. Last stated 2 months ago 17 Aug 2026 JC Jack Clark — holds since 2026-08-17 — tap for who they are Same subject: Internal models at Anthropic and OpenAI are improving even faster than AI overall, with early recursive self-improvement beginning over the summer. — tap to centre the map on it Internal models at Anthropic andOpenAI are improving even fasterthan AI overall, with earlyrecursive self-improvement beginningover the summer. Last stated a month ago 14 Sept 2026 ZM Zvi Mowshowitz — holds since 2026-09-14 — tap for who they are Same subject: Recursive self-improvement (RSI) may not lead to runaway superintelligence without a major conceptual breakthrough. — tap to centre the map on it Recursive self-improvement (RSI) maynot lead to runawaysuperintelligence without a majorconceptual breakthrough. Last stated 4 weeks ago 27 Sept 2026 RN Ramez Naam — holds since 2026-09-27 — tap for who they are Same subject: Recursive self-improvement has already started, because AI research itself is now being automated. — tap to centre the map on it Recursive self-improvement hasalready started, because AI researchitself is now being automated. Last stated a month ago 13 Sept 2026 ZM Zvi Mowshowitz — holds since 2026-09-13 — tap for who they are JL Jan Leike — holds since 2026-01-22 — tap for who they are Same subject: A compound's AI origin story is not by itself a reason to expect it to do better in the clinic. — tap to centre the map on it A compound's AI origin story is notby itself a reason to expect it todo better in the clinic. Last stated 2 years ago 13 May 2024 DL Derek Lowe — holds since 2024-05-13 — tap for who they are Same subject: A computational discovery platform does not make a biotech fast, because the thousand other steps of drug development are still the bottleneck. — tap to centre the map on it A computational discovery platformdoes not make a biotech fast,because the thousand other steps ofdrug development are still thebottleneck. Last stated 2 years ago 17 Sept 2024 AT Alex Telford — holds since 2024-09-17 — tap for who they are Same subject: A computational method can regularly predict protein structures with atomic accuracy even when no similar structure is known. — tap to centre the map on it A computational method can regularlypredict protein structures withatomic accuracy even when no similarstructure is known. Last stated 5 years ago 15 Jul 2021 DH Demis Hassabis — holds since 2021-07-15 — tap for who they are Same subject: A model that can predict the next frames of a video coherently understands the world, in the only sense of the word that is doing any work. — tap to centre the map on it A model that can predict the nextframes of a video coherentlyunderstands the world, in the onlysense of the word that is doing anywork. Last stated a year ago 23 Jul 2025 DH Demis Hassabis — holds since 2025-07-23 — tap for who they are Same subject: An adaptive agent's world model cannot be a static representation learned once and fixed — tap to centre the map on it An adaptive agent's world modelcannot be a static representationlearned once and fixed Last stated a year ago 17 Jul 2025 FC François Chollet — holds since 2025-07-17 — tap for who they are Same subject: Current AI evaluation of world models is too narrow, favoring static representations learned from massive datasets over efficient learning through interaction — tap to centre the map on it Current AI evaluation of worldmodels is too narrow, favoringstatic representations learned frommassive datasets over efficientlearning through interaction Last stated a year ago 17 Jul 2025 FC François Chollet — holds since 2025-07-17 — 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
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At the centre Faster AI progress on narrow, verifiable tasks will not lead to broad recursive self-improvement or explosive AI progress. Last stated 5 Aug 2026 · 3 months ago Holds Sayash Kapoor Read this korrent →