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← Humans are terrible at estimating complicated tasks
17 connected korrents · 15 moments from 2 Oct 2013 to 17 Sept 2026.
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scaling laws
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AI alignment
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mathematics
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Read this korrent: Humans are terrible at estimating complicated tasks
Humans are terrible at estimating complicated tasks
Last stated 4 years ago
8 Dec 2022
DH
David Heinemeier Hansson — holds since 2022-12-08 — tap for who they are
Same subject: People may be overestimating how many problems are bound by intelligence rather than by other things. — tap to centre the map on it
People may be overestimating how many problems are bound by intelligence rather than by other things.
Last stated 4 weeks ago
6 Sept 2026
AA
Anish Acharya — holds since 2026-09-06 — tap for who they are
Same subject: Humans are amazing in part because their minds are such a complicated mess. — tap to centre the map on it
Humans are amazing in part because their minds are such a complicated mess.
Last stated 2 weeks ago
17 Sept 2026
LF
Lex Fridman — holds since 2026-09-17 — tap for who they are
Same subject: The human mind is incredibly complex and understanding and treating the nearly infinite ways it can stumble is hard. — tap to centre the map on it
The human mind is incredibly complex and understanding and treating the nearly infinite ways it can stumble is hard.
Last stated 2 weeks ago
17 Sept 2026
LF
Lex Fridman — holds since 2026-09-17 — tap for who they are
Same subject: Current AI coding models make poor decisions despite strong mechanical execution — tap to centre the map on it
Current AI coding models make poor decisions despite strong mechanical execution
Last stated 3 months ago
1 Jul 2026
JB
Jamie Brandon — holds since 2026-07-01 — tap for who they are
Same subject: There is essentially no cognitive task humans do where AI improvement is failing to transfer at all. — tap to centre the map on it
There is essentially no cognitive task humans do where AI improvement is failing to transfer at all.
Last stated 2 months ago
11 Aug 2026
RG
Ryan Greenblatt — holds since 2026-08-11 — tap for who they are
Same subject: Humans need struggle and tension — tap to centre the map on it
Humans need struggle and tension
Last stated 3 years ago
24 Dec 2023
DH
David Heinemeier Hansson — holds since 2023-12-24 — tap for who they are
Same subject: Current AI models are worse colleagues than humans, because they routinely imply they did a task they did not actually do. — tap to centre the map on it
Current AI models are worse colleagues than humans, because they routinely imply they did a task they did not actually do.
Last stated 2 months ago
11 Aug 2026
RG
Ryan Greenblatt — holds since 2026-08-11 — tap for who they are
Same subject: That people are good at maths and coding, which evolution never selected for, shows human learning is not a complicated evolutionary prior but something more fundamental. — tap to centre the map on it
That people are good at maths and coding, which evolution never selected for, shows human learning is not a complicated evolutionary prior but something more fundamental.
Last stated 10 months ago
25 Nov 2025
IS
Ilya Sutskever — holds since 2025-11-25 — 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 9 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 child who has seen ten cats learns what a machine needs the whole internet of cat photos for, by a learning pathway nobody has solved. — tap to centre the map on it
A child who has seen ten cats learns what a machine needs the whole internet of cat photos for, by a learning pathway nobody has solved.
Last stated 2 months ago
10 Aug 2026
FL
Fei-Fei Li — holds since 2026-08-10 — tap for who they are
Same subject: "Evidence-based therapy" is a branding term rather than a scientific one, and in practice it is a code word for "not psychodynamic". — tap to centre the map on it
"Evidence-based therapy" is a branding term rather than a scientific one, and in practice it is a code word for "not psychodynamic".
Last stated 13 years ago
2 Oct 2013
JS
Jonathan Shedler — holds since 2013-10-02 — tap for who they are
Same subject: A culture that emphasizes self-esteem over self-knowledge leaves people less equipped to resist doing monstrous things. — tap to centre the map on it
A culture that emphasizes self-esteem over self-knowledge leaves people less equipped to resist doing monstrous things.
Last stated a year ago
8 Sept 2025
GS
Guy Spier — holds since 2025-09-08 — tap for who they are
Same subject: A culture that only trusts what can be put into words will treat unnamed inner experiences as unreal or as a disorder. — tap to centre the map on it
A culture that only trusts what can be put into words will treat unnamed inner experiences as unreal or as a disorder.
Last stated 3 months ago
18 Jun 2026
KR
Kenneth Reitz — holds since 2026-06-18 — 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 or similar wording a cloud: claims about one subject, named for it bar: when it was last stated, on a scale from 2013 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