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← The leading chatbots are undifferentiated: in a blind test most people…
17 connected korrents · 17 moments from 7 May 2024 to 21 Sept 2026.
Everything filed under Anthropic
Anthropic
Everything filed under AI alignment
AI alignment
Everything filed under coding agents
coding agents
Everything filed under scaling laws
scaling laws
Everything filed under Google
Google
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Read this korrent: The leading chatbots are undifferentiated: in a blind test most people could not tell one model's output from another's.
The leading chatbots are undifferentiated: in a blind test most people could not tell one model's output from another's.
Last stated a year ago
2 Sept 2025
BE
Benedict Evans — holds since 2025-09-02 — tap for who they are
Same subject: Chatbot interfaces are the wrong tool for meaningful coding work, because you are mostly hoping the model recalls the right answer and correcting it requires a human in the loop. — tap to centre the map on it
Chatbot interfaces are the wrong tool for meaningful coding work, because you are mostly hoping the model recalls the right answer and correcting it requires a human in the loop.
Last stated 9 months ago
5 Feb 2026
MH
Mitchell Hashimoto — holds since 2026-02-05 — tap for who they are
Same subject: The chat box is not the final form of working with models; it is radio shows recorded onto television. — tap to centre the map on it
The chat box is not the final form of working with models; it is radio shows recorded onto television.
Last stated 8 months ago
12 Feb 2026
PS
Peter Steinberger — holds since 2026-02-12 — tap for who they are
Same subject: A tool for browsing personal notes and data works better with a conversational interface than a traditional file browser. — tap to centre the map on it
A tool for browsing personal notes and data works better with a conversational interface than a traditional file browser.
Last stated 7 months ago
11 Mar 2026
HR
Harper Reed — holds since 2026-03-11 — tap for who they are
Same subject: The skill that matters now is not prompt engineering but giving a model a way to verify its own work, and it is the thing people most often get wrong. — tap to centre the map on it
The skill that matters now is not prompt engineering but giving a model a way to verify its own work, and it is the thing people most often get wrong.
Last stated 3 months ago
27 Jul 2026
BC
Boris Cherny — holds since 2026-07-27 — tap for who they are
Same subject: Anthropic saw the coming shortage of chips before Google did, and bought Google's own TPUs out from under it. — tap to centre the map on it
Anthropic saw the coming shortage of chips before Google did, and bought Google's own TPUs out from under it.
Last stated 7 months ago
13 Mar 2026
DP
Dylan Patel — holds since 2026-03-13 — tap for who they are
Same subject: Google is behind in the personal AI assistant space. — tap to centre the map on it
Google is behind in the personal AI assistant space.
Last stated a month ago
21 Sept 2026
MS
M.G. Siegler — holds since 2026-09-21 — tap for who they are
Same subject: Many employees at major AI labs earnestly believe humans may go extinct by the end of the decade. — tap to centre the map on it
Many employees at major AI labs earnestly believe humans may go extinct by the end of the decade.
Last stated a month ago
11 Sept 2026
ZM
Zvi Mowshowitz — holds since 2026-09-11 — tap for who they are
Same subject: The moral debt for AI's capabilities is owed to the authors of the public data used to train it, not to the AI companies. — tap to centre the map on it
The moral debt for AI's capabilities is owed to the authors of the public data used to train it, not to the AI companies.
Last stated 6 months ago
3 May 2026
YX
Yihui Xie — holds since 2026-05-03 — 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 from its mistakes the way a person does -- it repeats the same error indefinitely unless a human notices and writes it down.
Last stated 7 months ago
25 Mar 2026
MZ
Mario Zechner — holds since 2026-03-25 — tap for who they are
Same subject: A coding agent left to run over a weekend returns work that is half good, a quarter garbage and a quarter in need of repair. — tap to centre the map on it
A coding agent left to run over a weekend returns work that is half good, a quarter garbage and a quarter in need of repair.
Last stated a year ago
18 Aug 2025
CB
Clay Bavor — holds since 2025-08-18 — tap for who they are
Same subject: A coding-agent company should not train its own model: it has to stay neutral ground for models to compete on. — tap to centre the map on it
A coding-agent company should not train its own model: it has to stay neutral ground for models to compete on.
Last stated 2 months ago
3 Sept 2026
DR
Dax Raad — holds since 2026-09-03 — 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 7 months ago
13 Mar 2026
DP
Dylan Patel — holds since 2026-03-13 — 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 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
The leading chatbots are undifferentiated: in a blind test most people could not tell one model's output from another's.
Last stated 2 Sept 2025 · a year ago
Holds Benedict Evans
Read this korrent →
Same subject: Google, chat interfaces
Chatbot interfaces are the wrong tool for meaningful coding work, because you are mostly hoping the model recalls the right answer and correcting it requires a human in the loop.
Last stated 5 Feb 2026 · 9 months ago
Holds Mitchell Hashimoto
Same subject: Google, chat interfaces
The chat box is not the final form of working with models; it is radio shows recorded onto television.
Last stated 12 Feb 2026 · 8 months ago
Holds Peter Steinberger
Same subject: Anthropic, chat interfaces
A tool for browsing personal notes and data works better with a conversational interface than a traditional file browser.
Last stated 11 Mar 2026 · 7 months ago
Holds Harper Reed
Same subject: Anthropic, chat interfaces
The skill that matters now is not prompt engineering but giving a model a way to verify its own work, and it is the thing people most often get wrong.
Last stated 27 Jul 2026 · 3 months ago
Holds Boris Cherny
Same subject: Anthropic, Google
Anthropic saw the coming shortage of chips before Google did, and bought Google's own TPUs out from under it.
Last stated 13 Mar 2026 · 7 months ago
Holds Dylan Patel
Same subject: Anthropic, Google
Google is behind in the personal AI assistant space.
Last stated 21 Sept 2026 · a month ago
Holds M.G. Siegler
Same subject: Anthropic, Google
Many employees at major AI labs earnestly believe humans may go extinct by the end of the decade.
Last stated 11 Sept 2026 · a month ago
Holds Zvi Mowshowitz
Same subject: Anthropic, Google
The moral debt for AI's capabilities is owed to the authors of the public data used to train it, not to the AI companies.
Last stated 3 May 2026 · 6 months ago
Holds Yihui Xie
Same subject: coding agents
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.
Last stated 25 Mar 2026 · 7 months ago
Holds Mario Zechner
Same subject: coding agents
A coding agent left to run over a weekend returns work that is half good, a quarter garbage and a quarter in need of repair.
Last stated 18 Aug 2025 · a year ago
Holds Clay Bavor
Same subject: coding agents
A coding-agent company should not train its own model: it has to stay neutral ground for models to compete on.
Last stated 3 Sept 2026 · 2 months ago
Holds Dax Raad
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 · 7 months ago
Holds Dylan Patel
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