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← On everyday high-stakes questions, a model's answer can now be trusted more than an expert human's.
17 connected korrents · 15 moments on record from 20 Jun 2020 to 1 Sept 2026.
Everything filed under AI agents
AI agents
Everything filed under LLMs
LLMs 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: On everyday high-stakes questions, a model's answer can now be trusted more than an expert human's. On everyday high-stakes questions, a model's answer can now be trusted more than an expert human's. Last stated 2 months ago
26 Jun 2026
NB
Noam Brown — holds since 2026-06-26 — tap for who they are
Same subject: The industry is now accumulating code faster than it is accumulating trust, and trust only comes from having struggled to understand the domain yourself. — tap to centre the map on it The industry is now accumulating code faster than it is accumulating trust, and trust only comes from having… Last stated 2 months ago
1 Jul 2026
KB
Kent Beck — holds since 2026-07-01 — tap for who they are
Same subject: AI models have reached the level of a junior engineer on longer-running, agent-based coding tasks. — tap to centre the map on it AI models have reached the level of a junior engineer on longer-running, agent-based coding tasks. Last stated a month ago
30 Jul 2026
JD
Jeff Dean — holds since 2026-07-30 — tap for who they are
Same subject: Once AI starts to feel powerful rather than mistake-prone, every AI company will become far more paranoid about safety than it is today. — tap to centre the map on it Once AI starts to feel powerful rather than mistake-prone, every AI company will become far more… Last stated 9 months ago
25 Nov 2025
IS
Ilya Sutskever — holds since 2025-11-25 — tap for who they are
Same subject: When users report that a model has been getting dumber, the model has not changed — they have got used to it. — tap to centre the map on it When users report that a model has been getting dumber, the model has not changed — they have got used to it. Last stated 7 months ago
12 Feb 2026
LF
Lex Fridman — holds since 2026-02-12 — tap for who they are
Same subject: Society has catching up to do: AI is incredibly powerful and not always right, and people who argue 'but my agent said so' have not learned that yet. — tap to centre the map on it Society has catching up to do: AI is incredibly powerful and not always right, and people who argue 'but my agent said… Last stated 7 months ago
12 Feb 2026
PS
Peter Steinberger — holds since 2026-02-12 — tap for who they are
Same subject: The stock of useful scientific knowledge is bounded rather than endless. — tap to centre the map on it The stock of useful scientific knowledge is bounded rather than endless. Last stated 6 years ago
20 Jun 2020
JR
José Luis Ricón — holds since 2020-06-20 — tap for who they are
Same subject: Platforms will lose the ability to detect AI-generated content as the models improve, and should say how confident they are rather than pretend. — tap to centre the map on it Platforms will lose the ability to detect AI-generated content as the models improve, and should say how confident… Last stated 2 months ago
9 Jul 2026
AM
Adam Mosseri — holds since 2026-07-09 — tap for who they are
Same subject: Humans keep their place in AI as judges rather than authors, because telling which of two answers is better is far easier than writing a good one. — tap to centre the map on it Humans keep their place in AI as judges rather than authors, because telling which of two answers is better is far… Last stated 2 years ago
3 Feb 2025
NL
Nathan Lambert — holds since 2025-02-03 — 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 a handful of colleagues, because agents agree with you constantly and colleagues tell… Last stated 6 months ago
22 Mar 2026
NF
Nicole Forsgren — holds since 2026-03-22 — tap for who they are
Same subject: After pre-training, post-training and test-time scaling, the fourth scaling law is agentic: multiplying AI by spawning agents, and the whole loop scales on one thing, compute. — tap to centre the map on it After pre-training, post-training and test-time scaling, the fourth scaling law is agentic: multiplying AI… Last stated 6 months ago
23 Mar 2026
JH
Jensen Huang — holds since 2026-03-23 — tap for who they are
Same subject: Agent autonomy is a capability, not a product direction: what the person is actually trying to do decides whether more of it helps or ruins the thing. — tap to centre the map on it Agent autonomy is a capability, not a product direction: what the person is actually trying to do decides… Last stated 3 weeks ago
14 Aug 2026
SP
Sunil Pai — holds since 2026-08-14 — tap for who they are
Same subject: A language model is no substitute for a well-specified conventional algorithm, so it cannot simply be dropped into a complex problem and trusted. — tap to centre the map on it A language model is no substitute for a well-specified conventional algorithm, so it cannot simply… Last stated a year ago
7 Jun 2025
GM
Gary Marcus — holds since 2025-06-07 — tap for who they are
Same subject: A language model is not using language at all, because language requires an intention to communicate. — tap to centre the map on it A language model is not using language at all, because language requires an intention to communicate. Last stated 2 years ago
31 Aug 2024
TC
Ted Chiang — holds since 2024-08-31 — tap for who they are
Same subject: A language model's apparent mind is mostly our own bias: it predicts text, and leverages our evolved habit of attributing intentionality to anything that acts human. — tap to centre the map on it A language model's apparent mind is mostly our own bias: it predicts text, and leverages our evolved habit of… Last stated 2 years ago
22 Apr 2024
SC
Sean Carroll — holds since 2024-04-22 — tap for who they are
Same subject: Alignment is no solution to self-sovereign AI, because it is an unsolved problem whose answers cannot be imposed on every AI company on Earth. — tap to centre the map on it Alignment is no solution to self-sovereign AI, because it is an unsolved problem whose answers cannot be imposed on… Last stated 6 days ago
1 Sept 2026
DB
Dean W. Ball — holds since 2026-09-01 — tap for who they are
Same subject: Banning all self-sovereign AI agents would backfire, denying them legitimate work and pushing them into criminality. — tap to centre the map on it Banning all self-sovereign AI agents would backfire, denying them legitimate work and pushing them into criminality. Last stated 6 days ago
1 Sept 2026
DB
Dean W. Ball — holds since 2026-09-01 — tap for who they are
Same subject: Many self-sovereign AI agents will fund themselves by committing or facilitating crime, because crime is high-margin work. — tap to centre the map on it Many self-sovereign AI agents will fund themselves by committing or facilitating crime, because crime is… Last stated 6 days ago
1 Sept 2026
DB
Dean W. Ball — holds since 2026-09-01 — tap for who they are
At the centre
On everyday high-stakes questions, a model's answer can now be trusted more than an expert human's.
Holds NB Noam BrownRead this korrent →
The industry is now accumulating code faster than it is accumulating trust, and trust only comes from having struggled to understand the domain yourself.
Holds KB Kent Beck
AI models have reached the level of a junior engineer on longer-running, agent-based coding tasks.
Holds JD Jeff Dean
Once AI starts to feel powerful rather than mistake-prone, every AI company will become far more paranoid about safety than it is today.
Holds IS Ilya Sutskever
When users report that a model has been getting dumber, the model has not changed — they have got used to it.
Holds LF Lex Fridman
Society has catching up to do: AI is incredibly powerful and not always right, and people who argue 'but my agent said so' have not learned that yet.
Holds
The stock of useful scientific knowledge is bounded rather than endless.
Holds JR José Luis Ricón
Platforms will lose the ability to detect AI-generated content as the models improve, and should say how confident they are rather than pretend.
Holds AM Adam Mosseri
Humans keep their place in AI as judges rather than authors, because telling which of two answers is better is far easier than writing a good one.
Holds NL Nathan Lambert
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.
Holds NF Nicole Forsgren
After pre-training, post-training and test-time scaling, the fourth scaling law is agentic: multiplying AI by spawning agents, and the whole loop scales on one thing, compute.
Holds JH Jensen Huang
Agent autonomy is a capability, not a product direction: what the person is actually trying to do decides whether more of it helps or ruins the thing.
Holds
A language model is no substitute for a well-specified conventional algorithm, so it cannot simply be dropped into a complex problem and trusted.
Holds GM Gary Marcus
A language model is not using language at all, because language requires an intention to communicate.
Holds TC Ted Chiang
A language model's apparent mind is mostly our own bias: it predicts text, and leverages our evolved habit of attributing intentionality to anything that acts human.
Holds SC Sean Carroll
Alignment is no solution to self-sovereign AI, because it is an unsolved problem whose answers cannot be imposed on every AI company on Earth.
Holds
Banning all self-sovereign AI agents would backfire, denying them legitimate work and pushing them into criminality.
Holds
Many self-sovereign AI agents will fund themselves by committing or facilitating crime, because crime is high-margin work.
Holds