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← AI research will be fully automated around 2030 or 2031, and AI will…

17 connected korrents · 17 moments from 7 Sept 2008 to 22 Sept 2026.

Everything filed under AI and jobs AI and jobs Everything filed under recursive self-improvement recursive self-improvement Everything filed under AI and human skill AI and human skill Everything filed under coding agents coding agents Everything filed under AGI AGI Everything filed under AI alignment AI alignment Everything filed under innovation innovation Everything filed under AI and science AI and science Same subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subject Read this korrent: AI research will be fully automated around 2030 or 2031, and AI will beat humans at essentially any job by about 2033. AI research will be fully automated around2030 or 2031, and AI will beat humans atessentially any job by about 2033. Last stated 2 months ago 11 Aug 2026 RG Ryan Greenblatt — holds since 2026-08-11 — tap for who they are Same subject: Once AI can do AI research, a single year should deliver four or five years worth of AI progress. — tap to centre the map on it Once AI can do AI research, a singleyear should deliver four or fiveyears worth of AI progress. Last stated 2 months ago 11 Aug 2026 RG Ryan Greenblatt — holds since 2026-08-11 — tap for who they are Same subject: AI that exceeds human performance in nearly every cognitive domain is almost certain to be built within the next few years. — tap to centre the map on it AI that exceeds human performance innearly every cognitive domain isalmost certain to be built withinthe next few years. Last stated 2 years ago 20 Dec 2024 MB Miles Brundage — holds since 2024-12-20 — tap for who they are Same subject: A likely outcome is that many occupations are eventually mostly replaced by AI while humans still have plenty to do. — tap to centre the map on it A likely outcome is that manyoccupations are eventually mostlyreplaced by AI while humans stillhave plenty to do. Last stated 2 months ago 7 Sept 2026 NS Noah Smith — holds since 2026-09-07 — tap for who they are Same subject: There is roughly a 35 to 40 percent chance of something we would recognise as an AI takeover by 2040. — tap to centre the map on it There is roughly a 35 to 40 percentchance of something we wouldrecognise as an AI takeover by 2040. Last stated 2 months ago 11 Aug 2026 RG Ryan Greenblatt — holds since 2026-08-11 — tap for who they are Same subject: AI's transformation of society will unfold gradually over decades, not in a single moment of takeoff. — tap to centre the map on it AI's transformation of society willunfold gradually over decades, notin a single moment of takeoff. Last stated 3 months ago 15 Jul 2026 TF Tiago Forte — holds since 2026-07-15 — tap for who they are Same subject: Jobs will not be replaced outright: AIs will take most of the volume while humans supervise teams of them and handle the rest. — tap to centre the map on it Jobs will not be replaced outright:AIs will take most of the volumewhile humans supervise teams of themand handle the rest. Last stated a year ago 17 Oct 2025 AK Andrej Karpathy — holds since 2025-10-17 — tap for who they are Same subject: Not every bottleneck on medical progress is one AI can remove, and which ones will remain can be guessed at now. — tap to centre the map on it Not every bottleneck on medicalprogress is one AI can remove, andwhich ones will remain can beguessed at now. Last stated a year ago 2 Aug 2025 JT Jacob Trefethen — holds since 2025-08-02 — tap for who they are Same subject: Human-level artificial intelligence is plausibly centuries or millennia away, and no trend supports a shorter estimate. — tap to centre the map on it Human-level artificial intelligenceis plausibly centuries or millenniaaway, and no trend supports ashorter estimate. Last stated 3 years ago 13 Dec 2023 SA Scott Aaronson — holds since 2008-09-07 — tap for who they are SA Scott Aaronson — no longer holds since 2023-12-13 — tap for who they are Same subject: A ban on self-recursive improvement in AI models would create a big incentive for some other parts of the world to invest a lot more in compute. — tap to centre the map on it A ban on self-recursive improvementin AI models would create a bigincentive for some other parts ofthe world to invest a lot more incompute. Last stated a month ago 22 Sept 2026 TC Tyler Cowen — holds since 2026-09-22 — 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: An end-to-end self-improving AI is probably possible, but it is not even desirable, because it is a hard-takeoff scenario. — tap to centre the map on it An end-to-end self-improving AI isprobably possible, but it is noteven desirable, because it is ahard-takeoff scenario. Last stated a year ago 23 Jul 2025 DH Demis Hassabis — holds since 2025-07-23 — tap for who they are Same subject: A machine doing your work better than you is no reason to stop doing it, because the point of the work was never that only you could do it. — tap to centre the map on it A machine doing your work betterthan you is no reason to stop doingit, because the point of the workwas never that only you could do it. Last stated 5 months ago 2 Jun 2026 LS L. M. Sacasas — holds since 2026-06-02 — tap for who they are Same subject: A skill being automated is not a reason to stop learning it: practising what machines already do is often the stepping stone to what only people can do. — tap to centre the map on it A skill being automated is not areason to stop learning it:practising what machines already dois often the stepping stone to whatonly people can do. Last stated 11 months ago 18 Nov 2025 SY Scott H. Young — holds since 2025-11-18 — tap for who they are Same subject: A well-written email does not need an AI summary, and an executive who delegates his reading to one has stopped doing the job. — tap to centre the map on it A well-written email does not needan AI summary, and an executive whodelegates his reading to one hasstopped doing the job. Last stated a year ago 21 May 2025 EZ Ed Zitron — holds since 2025-05-21 — 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: "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
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At the centre AI research will be fully automated around 2030 or 2031, and AI will beat humans at essentially any job by about 2033. Last stated 11 Aug 2026 · 2 months ago Holds Ryan Greenblatt Read this korrent →