Tap a claim on the ring to put it at the centre.
← Superhuman AI reasoning is a myth.
17 connected korrents · 16 moments from 18 Mar 2024 to 21 Oct 2026.
Everything filed under scaling laws
scaling laws
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 writing
writing
Everything filed under curiosity
curiosity
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: Superhuman AI reasoning is a myth.
Superhuman AI reasoning is a myth.
Last stated 9 months ago
29 Jan 2026
AN
Arvind Narayanan — holds since 2026-01-29 — tap for who they are
Same subject: AI should be used as much as possible for writing as reporting, but should not replace writing as thinking. — tap to centre the map on it
AI should be used as much as possible for writing as reporting, but should not replace writing as thinking.
Last stated 2 months ago
30 Aug 2026
TS
Tara Seshan — holds since 2026-08-30 — tap for who they are
Same subject: Inference was never going to be the easy, cheap half of AI, because inference is thinking, and thinking is far harder than reading. — tap to centre the map on it
Inference was never going to be the easy, cheap half of AI, because inference is thinking, and thinking is far harder than reading.
Last stated 7 months ago
23 Mar 2026
JH
Jensen Huang — holds since 2026-03-23 — tap for who they are
Same subject: Letting the public see a powerful AI does something no essay about AI can do, and that is a real reason not to straight-shot superintelligence. — tap to centre the map on it
Letting the public see a powerful AI does something no essay about AI can do, and that is a real reason not to straight-shot superintelligence.
Last stated 11 months ago
25 Nov 2025
IS
Ilya Sutskever — holds since 2025-11-25 — tap for who they are
Same subject: Good writing reveals how the person who wrote it actually thinks, which is what AI-generated text lacks. — tap to centre the map on it
Good writing reveals how the person who wrote it actually thinks, which is what AI-generated text lacks.
Last stated 2 months ago
15 Sept 2026
ML
Michael Lopp — holds since 2026-09-15 — tap for who they are
Same subject: AI excels at certain tasks but cannot substitute for human thinking. — tap to centre the map on it
AI excels at certain tasks but cannot substitute for human thinking.
Last stated 2 months ago
1 Sept 2026
NM
Nick Maggiulli — holds since 2026-09-01 — tap for who they are
Same subject: People often seem to focus on what AI can execute and not on what it can teach them. — tap to centre the map on it
People often seem to focus on what AI can execute and not on what it can teach them.
Last stated 2 months ago
10 Sept 2026
KS
Karri Saarinen — holds since 2026-09-10 — tap for who they are
Same subject: People who let AI take over their writing stop thinking. — tap to centre the map on it
People who let AI take over their writing stop thinking.
Last stated 3 weeks ago
13 Oct 2026
GO
Gergely Orosz — holds since 2026-10-13 — tap for who they are
Same subject: The 'machine god' metaphor for AI is unhelpful and limits thinking about the technology. — tap to centre the map on it
The 'machine god' metaphor for AI is unhelpful and limits thinking about the technology.
Last stated a month ago
22 Sept 2026
BD
Brad DeLong — holds since 2026-09-22 — tap for who they are
Same subject: "Scaling" was powerful because it was one word: naming a research direction is what tells a whole field what to do next. — tap to centre the map on it
"Scaling" was powerful because it was one word: naming a research direction is what tells a whole field what to do next.
Last stated 11 months ago
25 Nov 2025
IS
Ilya Sutskever — holds since 2025-11-25 — tap for who they are
Same subject: A benchmark result should be reported under a stated budget, or as a curve against test-time compute — never as a single number. — tap to centre the map on it
A benchmark result should be reported under a stated budget, or as a curve against test-time compute — never as a single number.
Last stated 4 months ago
26 Jun 2026
NB
Noam Brown — holds since 2026-06-26 — tap for who they are
Same subject: A lab should spend most of its compute on research rather than on building the next model, because research is where the tenfold yearly efficiency gains come from. — tap to centre the map on it
A lab should spend most of its compute on research rather than on building the next model, because research is where the tenfold yearly efficiency gains come from.
Last stated 8 months ago
13 Mar 2026
DP
Dylan Patel — holds since 2026-03-13 — tap for who they are
Same subject: A PHP vulnerability found with GPT-5.6 Sol will cause havoc this week. — tap to centre the map on it
A PHP vulnerability found with GPT-5.6 Sol will cause havoc this week.
Last stated 2 weeks ago
21 Oct 2026
PS
Peter Steinberger — holds since 2026-10-21 — 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 a nonprofit and bolt a for-profit arm on later, whatever OpenAI's own history 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 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.
Last stated 3 years ago
18 Mar 2024
SA
Sam Altman — holds since 2024-03-18 — 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 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 three AIs, not one — the agent, the simulator and the critic — turning deployment into a flywheel.
Last stated 3 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 optimised by reinforcement learning until a neural network performs it extremely well.
Last stated 11 months ago
17 Nov 2025
AK
Andrej Karpathy — holds since 2025-11-17 — 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 2015 to today — full is today a face: someone who holds the claim — tap it for who they are
At the centre
Superhuman AI reasoning is a myth.
Last stated 29 Jan 2026 · 9 months ago
Holds Arvind Narayanan
Read this korrent →
Similar wording
AI should be used as much as possible for writing as reporting, but should not replace writing as thinking.
Last stated 30 Aug 2026 · 2 months ago
Holds Tara Seshan
Similar wording
Inference was never going to be the easy, cheap half of AI, because inference is thinking, and thinking is far harder than reading.
Last stated 23 Mar 2026 · 7 months ago
Holds Jensen Huang
Similar wording
Letting the public see a powerful AI does something no essay about AI can do, and that is a real reason not to straight-shot superintelligence.
Last stated 25 Nov 2025 · 11 months ago
Holds Ilya Sutskever
Similar wording
Good writing reveals how the person who wrote it actually thinks, which is what AI-generated text lacks.
Last stated 15 Sept 2026 · 2 months ago
Holds Michael Lopp
Similar wording
AI excels at certain tasks but cannot substitute for human thinking.
Last stated 1 Sept 2026 · 2 months ago
Holds Nick Maggiulli
Similar wording
People often seem to focus on what AI can execute and not on what it can teach them.
Last stated 10 Sept 2026 · 2 months ago
Holds Karri Saarinen
Similar wording
People who let AI take over their writing stop thinking.
Last stated 13 Oct 2026 · 3 weeks ago
Holds Gergely Orosz
Similar wording
The 'machine god' metaphor for AI is unhelpful and limits thinking about the technology.
Last stated 22 Sept 2026 · a month ago
Holds Brad DeLong
Same subject: scaling laws
"Scaling" was powerful because it was one word: naming a research direction is what tells a whole field what to do next.
Last stated 25 Nov 2025 · 11 months ago
Holds Ilya Sutskever
Same subject: scaling laws
A benchmark result should be reported under a stated budget, or as a curve against test-time compute — never as a single number.
Last stated 26 Jun 2026 · 4 months ago
Holds Noam Brown
Same subject: scaling laws
A lab should spend most of its compute on research rather than on building the next model, because research is where the tenfold yearly efficiency gains come from.
Last stated 13 Mar 2026 · 8 months ago
Holds Dylan Patel
Same subject: OpenAI
A PHP vulnerability found with GPT-5.6 Sol will cause havoc this week.
Last stated 21 Oct 2026 · 2 weeks ago
Holds Peter Steinberger
Same subject: OpenAI
A startup should not begin life as a nonprofit and bolt a for-profit arm on later, whatever OpenAI's own history suggests.
Last stated 18 Mar 2024 · 3 years ago
Holds Sam Altman
Same subject: OpenAI
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.
Last stated 18 Mar 2024 · 3 years ago
Holds Sam Altman
Same subject: reinforcement learning
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: reinforcement learning
A physical AI company needs three AIs, not one — the agent, the simulator and the critic — turning deployment into a flywheel.
Last stated 3 Aug 2026 · 3 months ago
Holds Dmitri Dolgov
Same subject: reinforcement learning
A verifiable task can be optimised by reinforcement learning until a neural network performs it extremely well.
Last stated 17 Nov 2025 · 11 months ago
Holds Andrej Karpathy