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← AI's diagnostic performance on curated facts does not prove it can…
17 connected korrents · 17 moments from 11 Nov 2022 to 21 Oct 2026.
Everything filed under LLMs
LLMs
Everything filed under AI and science
AI and science
Everything filed under scaling laws
scaling laws
Everything filed under OpenAI
OpenAI
Everything filed under mathematics
mathematics
Everything filed under optimism
optimism
Everything filed under AI and jobs
AI and jobs
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: AI's diagnostic performance on curated facts does not prove it can replace doctors who are experts at creating problem representations.
AI's diagnostic performance on curated facts does not prove it can replace doctors who are experts at creating problem representations.
Last stated 2 months ago
27 Aug 2026
RW
Robert Wachter — holds since 2026-08-27 — tap for who they are
Same subject: AI will often outperform humans in diagnosis and management decisions when given a curated set of facts. — tap to centre the map on it
AI will often outperform humans in diagnosis and management decisions when given a curated set of facts.
Last stated 2 months ago
27 Aug 2026
RW
Robert Wachter — holds since 2026-08-27 — tap for who they are
Same subject: AI systems are not yet a substitute for real, diverse human experts. — tap to centre the map on it
AI systems are not yet a substitute for real, diverse human experts.
Last stated a year ago
27 Aug 2025
MB
Miles Brundage — holds since 2025-08-27 — tap for who they are
Same subject: Not every bottleneck on medical progress is one AI can remove, and which ones will remain can be guessed at now. — tap to centre the map on it
Not every bottleneck on medical progress is one AI can remove, and which ones will remain can be guessed at now.
Last stated a year ago
2 Aug 2025
JT
Jacob Trefethen — holds since 2025-08-02 — tap for who they are
Same subject: A compound's AI origin story is not by itself a reason to expect it to do better in the clinic. — tap to centre the map on it
A compound's AI origin story is not by itself a reason to expect it to do better in the clinic.
Last stated 2 years ago
13 May 2024
DL
Derek Lowe — holds since 2024-05-13 — tap for who they are
Same subject: Professionals across many fields will adapt to working with AI, and that shift cannot be reversed. — tap to centre the map on it
Professionals across many fields will adapt to working with AI, and that shift cannot be reversed.
Last stated a month ago
11 Sept 2026
DL
Daniel Lemire — holds since 2026-09-11 — tap for who they are
Same subject: The subdiscipline of Explainable AI may eventually solve the problem of why machine learning systems make incorrect decisions. — tap to centre the map on it
The subdiscipline of Explainable AI may eventually solve the problem of why machine learning systems make incorrect decisions.
Last stated 4 years ago
by 11 Nov 2022
AH
Adrian Holovaty — holds since 2022-11-11 — tap for who they are
Same subject: We have neither the data nor the insight to use machine learning to pick drug targets that succeed in the clinic more often. — tap to centre the map on it
We have neither the data nor the insight to use machine learning to pick drug targets that succeed in the clinic more often.
Last stated 3 years ago
25 May 2023
DL
Derek Lowe — holds since 2023-05-25 — tap for who they are
Same subject: AI will replace designers, but not all of them. — tap to centre the map on it
AI will replace designers, but not all of them.
Last stated 2 years ago
21 Feb 2025
TC
Thiago Costa — holds since 2025-02-21 — tap for who they are
Same subject: A badly written AI outbound email is evidence of a bad vendor, not of a limit of AI. — tap to centre the map on it
A badly written AI outbound email is evidence of a bad vendor, not of a limit of AI.
Last stated 10 months ago
1 Jan 2026
JL
Jason Lemkin — holds since 2026-01-01 — tap for who they are
Same subject: A bigger context window does not give you a smarter model; the intelligence of the model is what decides how much of that window it can actually attend to. — tap to centre the map on it
A bigger context window does not give you a smarter model; the intelligence of the model is what decides how much of that window it can actually attend to.
Last stated 3 months ago
15 Jul 2026
DH
Dex Horthy — holds since 2026-07-15 — tap for who they are
Same subject: A body of publications is easy for AI models to consume via pretraining corpora but cumbersome for most humans due to CAPTCHAs, accounts, and paywalls. — tap to centre the map on it
A body of publications is easy for AI models to consume via pretraining corpora but cumbersome for most humans due to CAPTCHAs, accounts, and paywalls.
Last stated a month ago
17 Sept 2026
PC
Patrick Collison — holds since 2026-09-17 — tap for who they are
Same subject: A PHP vulnerability found with GPT-5.6 Sol will cause havoc this week. — tap to centre the map on it
A PHP vulnerability found with GPT-5.6 Sol will cause havoc this week.
Last stated 5 days ago
21 Oct 2026
PS
Peter Steinberger — holds since 2026-10-21 — 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 tiny language model inventing a plausible-sounding name is the same phenomenon as a large one confidently stating a false fact. — tap to centre the map on it
A tiny language model inventing a plausible-sounding name is the same phenomenon as a large one confidently stating a false fact.
Last stated 8 months ago
12 Feb 2026
AK
Andrej Karpathy — holds since 2026-02-12 — 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 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
AI's diagnostic performance on curated facts does not prove it can replace doctors who are experts at creating problem representations.
Last stated 27 Aug 2026 · 2 months ago
Holds Robert Wachter
Read this korrent →
Similar wording
AI will often outperform humans in diagnosis and management decisions when given a curated set of facts.
Last stated 27 Aug 2026 · 2 months ago
Holds Robert Wachter
Similar wording
AI systems are not yet a substitute for real, diverse human experts.
Last stated 27 Aug 2025 · a year ago
Holds Miles Brundage
Similar wording
Not every bottleneck on medical progress is one AI can remove, and which ones will remain can be guessed at now.
Last stated 2 Aug 2025 · a year ago
Holds Jacob Trefethen
Similar wording
A compound's AI origin story is not by itself a reason to expect it to do better in the clinic.
Last stated 13 May 2024 · 2 years ago
Holds Derek Lowe
Similar wording
Professionals across many fields will adapt to working with AI, and that shift cannot be reversed.
Last stated 11 Sept 2026 · a month ago
Holds Daniel Lemire
Similar wording
The subdiscipline of Explainable AI may eventually solve the problem of why machine learning systems make incorrect decisions.
Last stated by 11 Nov 2022 · 4 years ago
Holds Adrian Holovaty
Similar wording
We have neither the data nor the insight to use machine learning to pick drug targets that succeed in the clinic more often.
Last stated 25 May 2023 · 3 years ago
Holds Derek Lowe
Similar wording
AI will replace designers, but not all of them.
Last stated 21 Feb 2025 · 2 years ago
Holds Thiago Costa
Same subject: LLMs
A badly written AI outbound email is evidence of a bad vendor, not of a limit of AI.
Last stated 1 Jan 2026 · 10 months ago
Holds Jason Lemkin
Same subject: LLMs
A bigger context window does not give you a smarter model; the intelligence of the model is what decides how much of that window it can actually attend to.
Last stated 15 Jul 2026 · 3 months ago
Holds Dex Horthy
Same subject: LLMs
A body of publications is easy for AI models to consume via pretraining corpora but cumbersome for most humans due to CAPTCHAs, accounts, and paywalls.
Last stated 17 Sept 2026 · a month ago
Holds Patrick Collison
Same subject: OpenAI
A PHP vulnerability found with GPT-5.6 Sol will cause havoc this week.
Last stated 21 Oct 2026 · 5 days ago
Holds Peter Steinberger
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 tiny language model inventing a plausible-sounding name is the same phenomenon as a large one confidently stating a false fact.
Last stated 12 Feb 2026 · 8 months ago
Holds Andrej Karpathy
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