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← AI that exceeds human performance in nearly every cognitive domain is…
17 connected korrents · 18 moments from 7 Sept 2008 to 18 Sept 2026.
Everything filed under AGI
AGI
Everything filed under LLMs
LLMs
Everything filed under AI alignment
AI alignment
Everything filed under measuring intelligence
measuring intelligence
Everything filed under AI and jobs
AI and jobs
Everything filed under AI writing
AI writing
Everything filed under AI agents
AI agents
Everything filed under innovation
innovation
Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject
Read this korrent: AI that exceeds human performance in nearly every cognitive domain is almost certain to be built within the next few years.
AI that exceeds human performance in nearly every cognitive domain is almost certain to be built within the 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: AI research will be fully automated around 2030 or 2031, and AI will beat humans at essentially any job by about 2033. — tap to centre the map on it
AI research will be fully automated around 2030 or 2031, and AI will beat humans at essentially 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: Broad deployment of AI that can learn on the job will very likely produce rapid economic growth for some period of time. — tap to centre the map on it
Broad deployment of AI that can learn on the job will very likely produce rapid economic growth for some period of time.
Last stated 11 months ago
25 Nov 2025
IS
Ilya Sutskever — holds since 2025-11-25 — 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 intelligence is plausibly centuries or millennia away, and no trend supports a shorter 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: AI-generated writing will match or surpass human writing within about a decade. — tap to centre the map on it
AI-generated writing will match or surpass human writing within about a decade.
Last stated 2 months ago
1 Sept 2026
DT
Derek Thompson — holds since 2026-09-01 — tap for who they are
Same subject: As AI advances, thinking philosophically about its implications will become a common job and pastime for large numbers of people. — tap to centre the map on it
As AI advances, thinking philosophically about its implications will become a common job and pastime for large numbers of people.
Last stated 2 months ago
24 Aug 2026
JC
Jack Clark — holds since 2026-08-24 — tap for who they are
Same subject: AI agents will soon reach superhuman, AlphaZero-like performance across a wide range of domains. — tap to centre the map on it
AI agents will soon reach superhuman, AlphaZero-like performance across a wide range of domains.
Last stated 2 months ago
11 Aug 2026
SH
Samuel Hammond — holds since 2026-08-11 — tap for who they are
Same subject: AI capabilities are advancing faster than almost anyone anticipated — tap to centre the map on it
AI capabilities are advancing faster than almost anyone anticipated
Last stated 3 months ago
16 Jul 2026
MB
Miles Brundage — holds since 2026-07-16 — tap for who they are
Same subject: AI is likely to help people be smarter. — tap to centre the map on it
AI is likely to help people be smarter.
Last stated 3 years ago
14 May 2023
JG
John Graham-Cumming — holds since 2023-05-14 — 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 to nudge customers into behavior that isn't good for them is doing something 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 reports under one per cent risk should be read as several per cent, because the 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 a behavior pulls it toward whatever improves 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: A unit of measure needs defining, perhaps via a chain of increasingly hard problems, each pair of which a single model can solve. — tap to centre the map on it
A unit of measure needs defining, perhaps via a chain of increasingly hard problems, each pair of which a single model can solve.
Last stated a month ago
15 Sept 2026
PG
Paul Graham — holds since 2026-09-15 — tap for who they are
Same subject: Being able to statistically predict what someone will say does not mean you understand them. — tap to centre the map on it
Being able to statistically predict what someone will say does not mean you understand them.
Last stated a month ago
18 Sept 2026
CD
Cory Doctorow — holds since 2026-09-18 — tap for who they are
Same subject: Both the special-purpose-programs view and the blank-slate view of human intelligence are likely incorrect. — tap to centre the map on it
Both the special-purpose-programs view and the blank-slate view of human intelligence are likely incorrect.
Last stated 7 years ago
5 Nov 2019
FC
François Chollet — holds since 2019-11-05 — 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 is evidence of a bad vendor, not of a limit 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 not give you a smarter model; the intelligence of the model is what decides how much of that window it can 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 for AI models to consume via pretraining corpora but cumbersome for most humans 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 or similar wording a cloud: claims about one subject, named for it bar: when it was last stated, on a scale from 2008 to today (stretched back to the oldest claim here) — full is today a face: someone who holds the claim — tap it for who they are faded, dashed ring: they no longer hold it — they changed their mind
At the centre
AI that exceeds human performance in nearly every cognitive domain is almost certain to be built within the next few years.
Last stated 20 Dec 2024 · 2 years ago
Holds Miles Brundage
Read this korrent →
Similar wording
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
Similar wording
Broad deployment of AI that can learn on the job will very likely produce rapid economic growth for some period of time.
Last stated 25 Nov 2025 · 11 months ago
Holds Ilya Sutskever
Similar wording
Human-level artificial intelligence is plausibly centuries or millennia away, and no trend supports a shorter estimate.
Last stated 13 Dec 2023 · 3 years ago
No longer holds Scott Aaronson
Similar wording
AI-generated writing will match or surpass human writing within about a decade.
Last stated 1 Sept 2026 · 2 months ago
Holds Derek Thompson
Similar wording
As AI advances, thinking philosophically about its implications will become a common job and pastime for large numbers of people.
Last stated 24 Aug 2026 · 2 months ago
Holds Jack Clark
Similar wording
AI agents will soon reach superhuman, AlphaZero-like performance across a wide range of domains.
Last stated 11 Aug 2026 · 2 months ago
Holds Samuel Hammond
Similar wording
AI capabilities are advancing faster than almost anyone anticipated
Last stated 16 Jul 2026 · 3 months ago
Holds Miles Brundage
Similar wording
AI is likely to help people be smarter.
Last stated 14 May 2023 · 3 years ago
Holds John Graham-Cumming
Same subject: AI alignment
A company that uses an algorithm to nudge customers into behavior that isn't good for them is doing something bad.
Last stated 7 Oct 2025 · a year ago
Holds Mr. Money Mustache
Same subject: AI alignment
A control evaluation that reports under one per cent risk should be read as several per cent, because the evaluation can itself fail.
Last stated 7 May 2024 · 2 years ago
Holds Buck Shlegeris
Same subject: AI alignment
A feedback loop that reinforces a behavior pulls it toward whatever improves the loop's own score.
Last stated 26 Aug 2026 · 2 months ago
Holds Henrik Karlsson
Same subject: measuring intelligence
A unit of measure needs defining, perhaps via a chain of increasingly hard problems, each pair of which a single model can solve.
Last stated 15 Sept 2026 · a month ago
Holds Paul Graham
Same subject: measuring intelligence
Being able to statistically predict what someone will say does not mean you understand them.
Last stated 18 Sept 2026 · a month ago
Holds Cory Doctorow
Same subject: measuring intelligence
Both the special-purpose-programs view and the blank-slate view of human intelligence are likely incorrect.
Last stated 5 Nov 2019 · 7 years ago
Holds François Chollet
Same subject: LLMs
A badly written AI outbound email is evidence of a bad vendor, not of a limit of AI.
Last stated 1 Jan 2026 · 10 months ago
Holds Jason Lemkin
Same subject: LLMs
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.
Last stated 15 Jul 2026 · 3 months ago
Holds Dex Horthy
Same subject: LLMs
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.
Last stated 17 Sept 2026 · a month ago
Holds Patrick Collison