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← When experiments are cheap, approval chains are the expensive part.
17 connected korrents · 16 moments from 23 Jun 2019 to 27 Sept 2026.
Everything filed under AI writing
AI writing
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scaling laws
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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: When experiments are cheap, approval chains are the expensive part.
When experiments are cheap, approval chains are the expensive part.
Last stated 3 weeks ago
10 Sept 2026
EV
Elena Verna — holds since 2026-09-10 — tap for who they are
Same subject: Demanding that research be done cheaply tends to make it the most expensive kind of research. — tap to centre the map on it
Demanding that research be done cheaply tends to make it the most expensive kind of research.
Last stated 5 years ago
3 Jun 2021
GW
Gwern — holds since 2021-06-03 — tap for who they are
Same subject: An AI as good as a top researcher will not be priced like one, because it competes against the other labs rather than against humans. — tap to centre the map on it
An AI as good as a top researcher will not be priced like one, because it competes against the other labs rather than against humans.
Last stated a year ago
15 Aug 2025
CH
Casey Handmer — holds since 2025-08-15 — tap for who they are
Same subject: Some ideas are worth funding with fifty million dollars or with nothing, and never with five million, because underfunding buys you an ambiguous outcome instead of an answer. — tap to centre the map on it
Some ideas are worth funding with fifty million dollars or with nothing, and never with five million, because underfunding buys you an ambiguous outcome instead of an answer.
Last stated 2 months ago
7 Aug 2026
MH
Max Hodak — holds since 2026-08-07 — tap for who they are
Same subject: What limits science is how it is funded and organised, not how much money it gets. — tap to centre the map on it
What limits science is how it is funded and organised, not how much money it gets.
Last stated 7 years ago
23 Jun 2019
JR
José Luis Ricón — holds since 2019-06-23 — tap for who they are
Same subject: Cheap superforecasting could revolutionize clinical trials and FDA regulation. — tap to centre the map on it
Cheap superforecasting could revolutionize clinical trials and FDA regulation.
Last stated 2 weeks ago
16 Sept 2026
SA
Scott Alexander — holds since 2026-09-16 — tap for who they are
Same subject: AI labs fund social science partly to manage the fact that the AI buildout is unpopular, seeking ways to make it more acceptable to the public. — tap to centre the map on it
AI labs fund social science partly to manage the fact that the AI buildout is unpopular, seeking ways to make it more acceptable to the public.
Last stated 3 weeks ago
12 Sept 2026
HF
Henry Farrell — holds since 2026-09-12 — tap for who they are
Same subject: If nobody can say what an experiment costs, everyone behaves as though experiments are free — it does not cost dollars, it costs media, and media comes from the fridge. — tap to centre the map on it
If nobody can say what an experiment costs, everyone behaves as though experiments are free — it does not cost dollars, it costs media, and media comes from the fridge.
Last stated 2 months ago
7 Aug 2026
MH
Max Hodak — holds since 2026-08-07 — tap for who they are
Same subject: A market becomes commodified through fungibility of alternatives, not merely through lower price. — tap to centre the map on it
A market becomes commodified through fungibility of alternatives, not merely through lower price.
Last stated a month ago
26 Aug 2026
RK
Rohit Krishnan — holds since 2026-08-26 — 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 10 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 3 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 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: A technique that lets an AI model's reasoning shift outside its visible Chain of Thought is dangerous, both because it works and because a leading lab is willing to deploy it. — tap to centre the map on it
A technique that lets an AI model's reasoning shift outside its visible Chain of Thought is dangerous, both because it works and because a leading lab is willing to deploy it.
Last stated 4 weeks ago
3 Sept 2026
ZM
Zvi Mowshowitz — holds since 2026-09-03 — 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 CEO who sends out an AI-written strategy memo is modelling that it is fine to outsource thinking and strategy. — tap to centre the map on it
A CEO who sends out an AI-written strategy memo is modelling that it is fine to outsource thinking and strategy.
Last stated 5 days ago
27 Sept 2026
MG
Molly Graham — holds since 2026-09-27 — tap for who they are
Same subject: A stream of AI-written papers with any error rate at all becomes insufferable, because finding the error costs more than the paper is worth even at ninety-nine percent. — tap to centre the map on it
A stream of AI-written papers with any error rate at all becomes insufferable, because finding the error costs more than the paper is worth even at ninety-nine percent.
Last stated 3 months ago
30 Jun 2026
GS
Grant Sanderson — holds since 2026-06-30 — tap for who they are
Same subject: AI can now produce in minutes work that used to take weeks to build. — tap to centre the map on it
AI can now produce in minutes work that used to take weeks to build.
Last stated 4 months ago
26 May 2026
CB
Carlos Alexandro Becker — holds since 2026-05-26 — 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
When experiments are cheap, approval chains are the expensive part.
Last stated 10 Sept 2026 · 3 weeks ago
Holds Elena Verna
Read this korrent →
Similar wording
Demanding that research be done cheaply tends to make it the most expensive kind of research.
Last stated 3 Jun 2021 · 5 years ago
Holds Gwern
Similar wording
An AI as good as a top researcher will not be priced like one, because it competes against the other labs rather than against humans.
Last stated 15 Aug 2025 · a year ago
Holds Casey Handmer
Similar wording
Some ideas are worth funding with fifty million dollars or with nothing, and never with five million, because underfunding buys you an ambiguous outcome instead of an answer.
Last stated 7 Aug 2026 · 2 months ago
Holds Max Hodak
Similar wording
What limits science is how it is funded and organised, not how much money it gets.
Last stated 23 Jun 2019 · 7 years ago
Holds José Luis Ricón
Similar wording
Cheap superforecasting could revolutionize clinical trials and FDA regulation.
Last stated 16 Sept 2026 · 2 weeks ago
Holds Scott Alexander
Similar wording
AI labs fund social science partly to manage the fact that the AI buildout is unpopular, seeking ways to make it more acceptable to the public.
Last stated 12 Sept 2026 · 3 weeks ago
Holds Henry Farrell
Similar wording
If nobody can say what an experiment costs, everyone behaves as though experiments are free — it does not cost dollars, it costs media, and media comes from the fridge.
Last stated 7 Aug 2026 · 2 months ago
Holds Max Hodak
Similar wording
A market becomes commodified through fungibility of alternatives, not merely through lower price.
Last stated 26 Aug 2026 · a month ago
Holds Rohit Krishnan
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 · 10 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 · 3 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: 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
A technique that lets an AI model's reasoning shift outside its visible Chain of Thought is dangerous, both because it works and because a leading lab is willing to deploy it.
Last stated 3 Sept 2026 · 4 weeks ago
Holds Zvi Mowshowitz
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: AI writing
A CEO who sends out an AI-written strategy memo is modelling that it is fine to outsource thinking and strategy.
Last stated 27 Sept 2026 · 5 days ago
Holds Molly Graham
Same subject: AI writing
A stream of AI-written papers with any error rate at all becomes insufferable, because finding the error costs more than the paper is worth even at ninety-nine percent.
Last stated 30 Jun 2026 · 3 months ago
Holds Grant Sanderson
Same subject: AI writing
AI can now produce in minutes work that used to take weeks to build.
Last stated 26 May 2026 · 4 months ago
Holds Carlos Alexandro Becker