Tap a claim on the ring to put it at the centre.
← Demanding that research be done cheaply tends to make it the most expensive kind of research.
17 connected korrents · 17 moments from 30 Aug 2005 to 21 Sept 2026.
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metascience
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scaling laws
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physics
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Read this korrent: Demanding that research be done cheaply tends to make it the most expensive kind of research.
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: When experiments are cheap, approval chains are the expensive part. — tap to centre the map on it
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: Research needs some compute but it is far from obvious that it needs the largest amount of compute in the world. — tap to centre the map on it
Research needs some compute but it is far from obvious that it needs the largest amount of compute in the world.
Last stated 10 months ago
25 Nov 2025
IS
Ilya Sutskever — holds since 2025-11-25 — tap for who they are
Same subject: Clinical trials cost what they do because they are complex, bureaucratic and reliant on highly skilled labour. — tap to centre the map on it
Clinical trials cost what they do because they are complex, bureaucratic and reliant on highly skilled labour.
Last stated 3 years ago
23 Dec 2023
AT
Alex Telford — holds since 2023-12-23 — 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: The demands of peer reviewers push scientists into producing bad research. — tap to centre the map on it
The demands of peer reviewers push scientists into producing bad research.
Last stated 4 years ago
13 Dec 2022
AM
Adam Mastroianni — holds since 2022-12-13 — tap for who they are
Same subject: A frontier lab should not spend its researchers harvesting results out of today's models; the payoff is in building the next one. — tap to centre the map on it
A frontier lab should not spend its researchers harvesting results out of today's models; the payoff is in building the next one.
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 company is not sensitive to the few thousand dollars a candidate is afraid to ask for, because the fully-loaded cost of employing them dwarfs it. — tap to centre the map on it
A company is not sensitive to the few thousand dollars a candidate is afraid to ask for, because the fully-loaded cost of employing them dwarfs it.
Last stated 15 years ago
23 Jan 2012
PM
Patrick McKenzie — holds since 2012-01-23 — tap for who they are
Same subject: “Trust science” is a confused instruction: what deserves trust is the process, not any particular thing it has concluded so far. — tap to centre the map on it
“Trust science” is a confused instruction: what deserves trust is the process, not any particular thing it has concluded so far.
Last stated 3 years ago
16 Aug 2023
JC
Jason Crawford — holds since 2023-08-16 — tap for who they are
Same subject: A hotter field with more teams racing on the same question produces less reliable findings, not more. — tap to centre the map on it
A hotter field with more teams racing on the same question produces less reliable findings, not more.
Last stated 21 years ago
30 Aug 2005
JI
John Ioannidis — holds since 2005-08-30 — tap for who they are
Same subject: A hyped effect shrinking to a small but real one as the studies improve is a sign that a field is working, not failing. — tap to centre the map on it
A hyped effect shrinking to a small but real one as the studies improve is a sign that a field is working, not failing.
Last stated 4 years ago
11 Oct 2022
SR
Stuart Ritchie — holds since 2022-10-11 — tap for who they are
Same subject: Economics journals have made large datasets and heavy statistics the price of making any causal claim at all, which has squeezed qualitative economic history out of the field. — tap to centre the map on it
Economics journals have made large datasets and heavy statistics the price of making any causal claim at all, which has squeezed qualitative economic history out of the field.
Last stated 12 months ago
13 Oct 2025
AH
Anton Howes — holds since 2025-10-13 — tap for who they are
Same subject: Fraudulent papers pass peer review routinely, which is direct evidence that peer review does not do the job it is supposed to do. — tap to centre the map on it
Fraudulent papers pass peer review routinely, which is direct evidence that peer review does not do the job it is supposed to do.
Last stated 4 years ago
13 Dec 2022
AM
Adam Mastroianni — holds since 2022-12-13 — tap for who they are
Same subject: History has a reproducibility problem worse than science’s replication crisis, because hardly anyone ever goes back to the sources to check what a historian claimed they say. — tap to centre the map on it
History has a reproducibility problem worse than science’s replication crisis, because hardly anyone ever goes back to the sources to check what a historian claimed they say.
Last stated 3 years ago
29 Aug 2023
AH
Anton Howes — holds since 2023-08-29 — tap for who they are
Same subject: The most-cited study showing that language design affects software quality rests on misclassified repositories. — tap to centre the map on it
The most-cited study showing that language design affects software quality rests on misclassified repositories.
Last stated 12 years ago
7 Nov 2014
DL
Dan Luu — holds since 2014-11-07 — tap for who they are
Same subject: A new type of embeddable execution environment will soon emerge for LLMs. — tap to centre the map on it
A new type of embeddable execution environment will soon emerge for LLMs.
Last stated 2 weeks ago
21 Sept 2026
TL
Tobias Lütke — holds since 2026-09-21 — tap for who they are
Same subject: A programming language functions as a lens that shapes how a problem is perceived when solving it. — tap to centre the map on it
A programming language functions as a lens that shapes how a problem is perceived when solving it.
Last stated 7 years ago
9 Apr 2019
TB
Thorsten Ball — holds since 2019-04-09 — 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 2005 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
At the centre
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
Read this korrent →
Similar wording
When experiments are cheap, approval chains are the expensive part.
Last stated 10 Sept 2026 · 3 weeks ago
Holds Elena Verna
Similar wording
Research needs some compute but it is far from obvious that it needs the largest amount of compute in the world.
Last stated 25 Nov 2025 · 10 months ago
Holds Ilya Sutskever
Similar wording
Clinical trials cost what they do because they are complex, bureaucratic and reliant on highly skilled labour.
Last stated 23 Dec 2023 · 3 years ago
Holds Alex Telford
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
The demands of peer reviewers push scientists into producing bad research.
Last stated 13 Dec 2022 · 4 years ago
Holds Adam Mastroianni
Similar wording
A frontier lab should not spend its researchers harvesting results out of today's models; the payoff is in building the next one.
Last stated 26 Jun 2026 · 3 months ago
Holds Noam Brown
Similar wording
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
Similar wording
A company is not sensitive to the few thousand dollars a candidate is afraid to ask for, because the fully-loaded cost of employing them dwarfs it.
Last stated 23 Jan 2012 · 15 years ago
Holds Patrick McKenzie
Same subject: metascience
“Trust science” is a confused instruction: what deserves trust is the process, not any particular thing it has concluded so far.
Last stated 16 Aug 2023 · 3 years ago
Holds Jason Crawford
Same subject: metascience
A hotter field with more teams racing on the same question produces less reliable findings, not more.
Last stated 30 Aug 2005 · 21 years ago
Holds John Ioannidis
Same subject: metascience
A hyped effect shrinking to a small but real one as the studies improve is a sign that a field is working, not failing.
Last stated 11 Oct 2022 · 4 years ago
Holds Stuart Ritchie
Same subject: peer review
Economics journals have made large datasets and heavy statistics the price of making any causal claim at all, which has squeezed qualitative economic history out of the field.
Last stated 13 Oct 2025 · 12 months ago
Holds Anton Howes
Same subject: peer review
Fraudulent papers pass peer review routinely, which is direct evidence that peer review does not do the job it is supposed to do.
Last stated 13 Dec 2022 · 4 years ago
Holds Adam Mastroianni
Same subject: peer review
History has a reproducibility problem worse than science’s replication crisis, because hardly anyone ever goes back to the sources to check what a historian claimed they say.
Last stated 29 Aug 2023 · 3 years ago
Holds Anton Howes
Same subject: TypeScript
The most-cited study showing that language design affects software quality rests on misclassified repositories.
Last stated 7 Nov 2014 · 12 years ago
Holds Dan Luu
Same subject: TypeScript
A new type of embeddable execution environment will soon emerge for LLMs.
Last stated 21 Sept 2026 · 2 weeks ago
Holds Tobias Lütke
Same subject: TypeScript
A programming language functions as a lens that shapes how a problem is perceived when solving it.
Last stated 9 Apr 2019 · 7 years ago
Holds Thorsten Ball