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← Solely measuring skill at any given task falls short of measuring…
17 connected korrents · 16 moments from 3 Oct 2012 to 16 Oct 2026.
Everything filed under measuring intelligence
measuring intelligence
Everything filed under AGI
AGI
Everything filed under benchmarks
benchmarks
Everything filed under LLMs
LLMs
Everything filed under ARC-AGI
ARC-AGI
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: Solely measuring skill at any given task falls short of measuring intelligence, because skill is heavily modulated by prior knowledge and experience.
Solely measuring skill at any given task falls short of measuring intelligence, because skill is heavily modulated by prior knowledge and experience.
Last stated 7 years ago
5 Nov 2019
FC
François Chollet — holds since 2019-11-05 — tap for who they are
Same subject: A true artificial general intelligence cannot exist without being recognized as a moral subject. — tap to centre the map on it
A true artificial general intelligence cannot exist without being recognized as a moral subject.
Last stated a year ago
10 Jun 2025
SH
Samuel Hammond — holds since 2025-06-10 — tap for who they are
Same subject: AGI research made no progress in its first six decades. — tap to centre the map on it
AGI research made no progress in its first six decades.
Last stated 14 years ago
3 Oct 2012
DD
David Deutsch — holds since 2012-10-03 — tap for who they are
Same subject: An AI that cannot name the problems it can solve falls short of general intelligence — tap to centre the map on it
An AI that cannot name the problems it can solve falls short of general intelligence
Last stated a year ago
3 Oct 2025
SF
Sadayuki Furuhashi — holds since 2025-10-03 — tap for who they are
Same subject: General intelligence (g) reflects an overall pool of neural resources rooted in whole-body developmental integrity, making it a large mutational target rather than a distinct cognitive module. — tap to centre the map on it
General intelligence (g) reflects an overall pool of neural resources rooted in whole-body developmental integrity, making it a large mutational target rather than a distinct cognitive module.
Last stated 5 years ago
11 Jun 2021
GW
Gwern — holds since 2021-06-11 — tap for who they are
Same subject: Healthcare may be the industry where AI has the greatest positive impact on the average person. — tap to centre the map on it
Healthcare may be the industry where AI has the greatest positive impact on the average person.
Last stated 5 months ago
26 May 2026
RW
Robert Wachter — holds since 2026-05-26 — tap for who they are
Same subject: High performers possess an initial edge that leads to increasing returns to scale through harder work and skill acquisition. — tap to centre the map on it
High performers possess an initial edge that leads to increasing returns to scale through harder work and skill acquisition.
Last stated a week ago
16 Oct 2026
ZM
Zvi Mowshowitz — holds since 2026-10-16 — tap for who they are
Same subject: If intelligence is the process of acquiring skills, no single task demonstrates intelligence unless it is a meta-task of skill-acquisition across many tasks. — tap to centre the map on it
If intelligence is the process of acquiring skills, no single task demonstrates intelligence unless it is a meta-task of skill-acquisition across many tasks.
Last stated 7 years ago
5 Nov 2019
FC
François Chollet — holds since 2019-11-05 — tap for who they are
Same subject: Language models are already a form of AGI; what the labs are chasing is a further step, not the arrival of general intelligence. — tap to centre the map on it
Language models are already a form of AGI; what the labs are chasing is a further step, not the arrival of general intelligence.
Last stated 2 years ago
3 Feb 2025
NL
Nathan Lambert — holds since 2025-02-03 — tap for who they are
Same subject: Combining an avocado and a chair into one image is evidence a model conceptually understands both, not that it memorised pictures of them. — tap to centre the map on it
Combining an avocado and a chair into one image is evidence a model conceptually understands both, not that it memorised pictures of them.
Last stated 2 months ago
12 Aug 2026
CF
Chelsea Finn — holds since 2026-08-12 — tap for who they are
Same subject: Passing ARC-AGI does not amount to achieving AGI: o3 still fails on some very easy tasks, indicating fundamental differences from human intelligence. — tap to centre the map on it
Passing ARC-AGI does not amount to achieving AGI: o3 still fails on some very easy tasks, indicating fundamental differences from human intelligence.
Last stated 2 years ago
20 Dec 2024
FC
François Chollet — holds since 2024-12-20 — tap for who they are
Same subject: The Abstraction and Reasoning Corpus can measure human-like general fluid intelligence and enable fair comparisons between AI systems and humans. — tap to centre the map on it
The Abstraction and Reasoning Corpus can measure human-like general fluid intelligence and enable fair comparisons between AI systems and humans.
Last stated 7 years ago
5 Nov 2019
FC
François Chollet — holds since 2019-11-05 — 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 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 benchmark that ranks Claude Code last while it stays first in use is measuring the wrong thing, and has been for a year. — tap to centre the map on it
A benchmark that ranks Claude Code last while it stays first in use is measuring the wrong thing, and has been for a year.
Last stated 2 months ago
3 Sept 2026
DR
Dax Raad — holds since 2026-09-03 — tap for who they are
Same subject: A carmaker's claim to be the safest is mostly an artefact of comparing a new car against a fleet average twelve years old. — tap to centre the map on it
A carmaker's claim to be the safest is mostly an artefact of comparing a new car against a fleet average twelve years old.
Last stated 3 years ago
19 Dec 2023
PK
Philip Koopman — holds since 2023-12-19 — 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 2012 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
Solely measuring skill at any given task falls short of measuring intelligence, because skill is heavily modulated by prior knowledge and experience.
Last stated 5 Nov 2019 · 7 years ago
Holds François Chollet
Read this korrent →
Same subject: measuring intelligence
A true artificial general intelligence cannot exist without being recognized as a moral subject.
Last stated 10 Jun 2025 · a year ago
Holds Samuel Hammond
Same subject: measuring intelligence
AGI research made no progress in its first six decades.
Last stated 3 Oct 2012 · 14 years ago
Holds David Deutsch
Same subject: measuring intelligence
An AI that cannot name the problems it can solve falls short of general intelligence
Last stated 3 Oct 2025 · a year ago
Holds Sadayuki Furuhashi
Same subject: measuring intelligence
General intelligence (g) reflects an overall pool of neural resources rooted in whole-body developmental integrity, making it a large mutational target rather than a distinct cognitive module.
Last stated 11 Jun 2021 · 5 years ago
Holds Gwern
Same subject: measuring intelligence
Healthcare may be the industry where AI has the greatest positive impact on the average person.
Last stated 26 May 2026 · 5 months ago
Holds Robert Wachter
Same subject: measuring intelligence
High performers possess an initial edge that leads to increasing returns to scale through harder work and skill acquisition.
Last stated 16 Oct 2026 · a week ago
Holds Zvi Mowshowitz
Same subject: measuring intelligence
If intelligence is the process of acquiring skills, no single task demonstrates intelligence unless it is a meta-task of skill-acquisition across many tasks.
Last stated 5 Nov 2019 · 7 years ago
Holds François Chollet
Same subject: measuring intelligence
Language models are already a form of AGI; what the labs are chasing is a further step, not the arrival of general intelligence.
Last stated 3 Feb 2025 · 2 years ago
Holds Nathan Lambert
Same subject: ARC-AGI
Combining an avocado and a chair into one image is evidence a model conceptually understands both, not that it memorised pictures of them.
Last stated 12 Aug 2026 · 2 months ago
Holds Chelsea Finn
Same subject: ARC-AGI
Passing ARC-AGI does not amount to achieving AGI: o3 still fails on some very easy tasks, indicating fundamental differences from human intelligence.
Last stated 20 Dec 2024 · 2 years ago
Holds François Chollet
Same subject: ARC-AGI
The Abstraction and Reasoning Corpus can measure human-like general fluid intelligence and enable fair comparisons between AI systems and humans.
Last stated 5 Nov 2019 · 7 years ago
Holds François Chollet
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: benchmarks
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: benchmarks
A benchmark that ranks Claude Code last while it stays first in use is measuring the wrong thing, and has been for a year.
Last stated 3 Sept 2026 · 2 months ago
Holds Dax Raad
Same subject: benchmarks
A carmaker's claim to be the safest is mostly an artefact of comparing a new car against a fleet average twelve years old.
Last stated 19 Dec 2023 · 3 years ago
Holds Philip Koopman