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← A million copies of one researcher would hit diminishing returns…
17 connected korrents · 16 moments on record from 12 Feb 2010 to 14 Aug 2026.
Everything filed under taste
taste
Everything filed under physics
physics
Everything filed under design
design
Everything filed under AGI
AGI
Everything filed under scaling laws
scaling laws
Everything filed under innovation
innovation 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: A million copies of one researcher would hit diminishing returns quickly, because what research needs is people who think differently. A million copies of one researcher would hit diminishing returns quickly, because what research needs is people who think differently. Last stated 9 months ago
25 Nov 2025
IS
Ilya Sutskever — holds since 2025-11-25 — tap for who they are
Same subject: Diminishing returns in research are not intrinsic to the world: they are what you get when the institutions around research stop changing. — tap to centre the map on it Diminishing returns in research are not intrinsic to the world: they are what you get when the institutions around research stop changing. Last stated 5 months ago
7 Apr 2026
MN
Michael Nielsen — holds since 2026-04-07 — tap for who they are
Same subject: Models have no research taste yet, which is why they complement researchers rather than replace them. — tap to centre the map on it Models have no research taste yet, which is why they complement researchers rather than replace them. Last stated 2 months ago
26 Jun 2026
NB
Noam Brown — holds since 2026-06-26 — 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: There is no real impediment to models running their own research loop and improving themselves at a far more rapid rate. — tap to centre the map on it There is no real impediment to models running their own research loop and improving themselves at a far more rapid rate. Last stated a month ago
30 Jul 2026
JD
Jeff Dean — holds since 2026-07-30 — 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 2 months ago
26 Jun 2026
NB
Noam Brown — holds since 2026-06-26 — tap for who they are
Same subject: Even generalised superintelligence will change society more slowly than the AGI community expects, because intelligence is not the only rate limiter. — tap to centre the map on it Even generalised superintelligence will change society more slowly than the AGI community expects, because intelligence is not the only rate limiter. Last stated a year ago
18 Aug 2025
BT
Bret Taylor — holds since 2025-08-18 — 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 6 months ago
13 Mar 2026
DP
Dylan Patel — holds since 2026-03-13 — tap for who they are
Same subject: A model company may face a winner's curse: it does all the hard innovation and is then one copy away from being commoditised. — tap to centre the map on it A model company may face a winner's curse: it does all the hard innovation and is then one copy away from being commoditised. Last stated 10 months ago
12 Nov 2025
SN
Satya Nadella — holds since 2025-11-12 — tap for who they are
Same subject: A far-fetched idea earns its place in physics only when you can go out and look for its observational consequences. — tap to centre the map on it A far-fetched idea earns its place in physics only when you can go out and look for its observational consequences. Last stated 3 years ago
3 Dec 2023
LR
Lisa Randall — holds since 2023-12-03 — tap for who they are
Same subject: A theory of everything would not finish physics: Turing and Church laid down computation's theory of everything in the 1930s and we have spent ninety years exploring the consequences. — tap to centre the map on it A theory of everything would not finish physics: Turing and Church laid down computation's theory of everything in the 1930s and we have spent ninety years exploring the consequences. Last stated 5 months ago
7 Apr 2026
MN
Michael Nielsen — holds since 2026-04-07 — tap for who they are
Same subject: Aesthetics is truth: when something is beautiful it is likely to be correct, in code as in mathematics and physics. — tap to centre the map on it Aesthetics is truth: when something is beautiful it is likely to be correct, in code as in mathematics and physics. Last stated 5 months ago
8 Apr 2026
DH
David Heinemeier Hansson — holds since 2026-04-08 — tap for who they are
Same subject: A first draft should not be graded good or bad; it is only the material that taste then gets to act on. — tap to centre the map on it A first draft should not be graded good or bad; it is only the material that taste then gets to act on. Last stated a month ago
6 Aug 2026
GS
George Saunders — holds since 2026-08-06 — tap for who they are
Same subject: A lot of people can match a framework for taste; almost nobody can create one, and creating one is the rare skill. — tap to centre the map on it A lot of people can match a framework for taste; almost nobody can create one, and creating one is the rare skill. Last stated 11 months ago
16 Oct 2025
DF
Dylan Field — holds since 2025-10-16 — tap for who they are
Same subject: A product needs a soul, and for that it needs one person of great taste who is its living, breathing aspect and gets furious about every small detail. — tap to centre the map on it A product needs a soul, and for that it needs one person of great taste who is its living, breathing aspect and gets furious about every small detail. Last stated 17 years ago
12 Feb 2010
KS
Karri Saarinen — holds since 2010-02-12 — tap for who they are
Same subject: A blank chat box is lazy: it violates the first rule of a good user experience, that it is obvious what you can do. — tap to centre the map on it A blank chat box is lazy: it violates the first rule of a good user experience, that it is obvious what you can do. Last stated a year ago
12 May 2025
JZ
Julie Zhuo — holds since 2025-05-12 — tap for who they are
Same subject: A company deserves everyone in it, the chief executive included, to spend as much time as possible in their zone of genius — which is an org design problem. — tap to centre the map on it A company deserves everyone in it, the chief executive included, to spend as much time as possible in their zone of genius — which is an org design problem. Last stated a year ago
23 Mar 2025
RV
Rahul Vohra — holds since 2025-03-23 — tap for who they are
Same subject: A computer meant for anyone has to be understandable without a manual, and it has to be friendly. — tap to centre the map on it A computer meant for anyone has to be understandable without a manual, and it has to be friendly. Last stated 4 weeks ago
14 Aug 2026
SK
Susan Kare — holds since 2026-08-14 — tap for who they are
At the centre
A million copies of one researcher would hit diminishing returns quickly, because what research needs is people who think differently.
Holds IS Ilya SutskeverRead this korrent →
Diminishing returns in research are not intrinsic to the world: they are what you get when the institutions around research stop changing.
Holds MN Michael Nielsen
Models have no research taste yet, which is why they complement researchers rather than replace them.
Holds NB Noam Brown
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.
Holds CH Casey Handmer
There is no real impediment to models running their own research loop and improving themselves at a far more rapid rate.
Holds JD Jeff Dean
A frontier lab should not spend its researchers harvesting results out of today's models; the payoff is in building the next one.
Holds NB Noam Brown
Even generalised superintelligence will change society more slowly than the AGI community expects, because intelligence is not the only rate limiter.
Holds BT Bret Taylor
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.
Holds DP Dylan Patel
A model company may face a winner's curse: it does all the hard innovation and is then one copy away from being commoditised.
Holds SN Satya Nadella
A far-fetched idea earns its place in physics only when you can go out and look for its observational consequences.
Holds LR Lisa Randall
A theory of everything would not finish physics: Turing and Church laid down computation's theory of everything in the 1930s and we have spent ninety years exploring the consequences.
Holds MN Michael Nielsen
Aesthetics is truth: when something is beautiful it is likely to be correct, in code as in mathematics and physics.
Holds
A first draft should not be graded good or bad; it is only the material that taste then gets to act on.
Holds GS George Saunders
A lot of people can match a framework for taste; almost nobody can create one, and creating one is the rare skill.
Holds DF Dylan Field
A product needs a soul, and for that it needs one person of great taste who is its living, breathing aspect and gets furious about every small detail.
Holds KS Karri Saarinen
A blank chat box is lazy: it violates the first rule of a good user experience, that it is obvious what you can do.
Holds JZ Julie Zhuo
A company deserves everyone in it, the chief executive included, to spend as much time as possible in their zone of genius — which is an org design problem.
Holds RV Rahul Vohra
A computer meant for anyone has to be understandable without a manual, and it has to be friendly.
Holds SK Susan Kare