Tap a claim on the ring to put it at the centre.
← Progress toward more intelligent artificial systems requires defining…
17 connected korrents · 16 moments from 3 Oct 2012 to 15 Oct 2026.
Everything filed under measuring intelligence
measuring intelligence
Everything filed under AI alignment
AI alignment
Everything filed under ARC-AGI
ARC-AGI
Everything filed under AI and science
AI and science
Everything filed under AI and jobs
AI and jobs
Everything filed under LLMs
LLMs
Everything filed under AGI
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: Progress toward more intelligent artificial systems requires defining and evaluating intelligence so systems can be compared with each other and with humans.
Progress toward more intelligent artificial systems requires defining and evaluating intelligence so systems can be compared with each other and with humans.
Last stated 7 years ago
5 Nov 2019
FC
François Chollet — holds since 2019-11-05 — tap for who they are
Same subject: Judging an AI by how close it is to a human is the mistake: appreciating what it can actually do is both more accurate and better protection against its dangers. — tap to centre the map on it
Judging an AI by how close it is to a human is the mistake: appreciating what it can actually do is both more accurate and better protection against its dangers.
Last stated 3 years ago
22 Apr 2024
SC
Sean Carroll — holds since 2024-04-22 — tap for who they are
Same subject: AI systems should be understood as something between airplanes and humans, since it can no longer be assumed they lack humanlike motivations. — tap to centre the map on it
AI systems should be understood as something between airplanes and humans, since it can no longer be assumed they lack humanlike motivations.
Last stated 2 months ago
1 Sept 2026
SA
Scott Alexander — holds since 2026-09-01 — tap for who they are
Same subject: As AI systems get better at scientific research tasks, it becomes more likely they will soon be capable of improving and building themselves. — tap to centre the map on it
As AI systems get better at scientific research tasks, it becomes more likely they will soon be capable of improving and building themselves.
Last stated 2 months ago
17 Aug 2026
JC
Jack Clark — holds since 2026-08-17 — tap for who they are
Same subject: A validated theory of intelligence may be necessary for achieving genuine AI alignment. — tap to centre the map on it
A validated theory of intelligence may be necessary for achieving genuine AI alignment.
Last stated 2 months ago
17 Aug 2026
KK
Kevin Kelly — holds since 2026-08-17 — tap for who they are
Same subject: A rapidly improving technology whose output is intelligence is destined to make violent contact with a modern sensibility that prizes human intellect and often equates it with purpose, dignity, and self-worth. — tap to centre the map on it
A rapidly improving technology whose output is intelligence is destined to make violent contact with a modern sensibility that prizes human intellect and often equates it with purpose, dignity, and self-worth.
Last stated a week ago
15 Oct 2026
DT
Derek Thompson — holds since 2026-10-15 — tap for who they are
Same subject: AI systems require human oversight rather than full autonomy in analysis and workflows. — tap to centre the map on it
AI systems require human oversight rather than full autonomy in analysis and workflows.
Last stated a year ago
5 Sept 2025
JE
Jason Evanish — holds since 2025-09-05 — tap for who they are
Same subject: AI should be approached as a collaboration between humans and computers, not a forced choice between them. — tap to centre the map on it
AI should be approached as a collaboration between humans and computers, not a forced choice between them.
Last stated 3 years ago
6 Feb 2024
SC
Steve Coast — holds since 2024-02-06 — tap for who they are
Same subject: AI capabilities are jagged rather than smooth, so the different definitions of human-level AI will be met years apart rather than together. — tap to centre the map on it
AI capabilities are jagged rather than smooth, so the different definitions of human-level AI will be met years apart rather than together.
Last stated 7 months ago
6 Apr 2026
HT
Helen Toner — holds since 2026-04-06 — 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: A unit of measure needs defining, perhaps via a chain of increasingly hard problems, each pair of which a single model can solve. — tap to centre the map on it
A unit of measure needs defining, perhaps via a chain of increasingly hard problems, each pair of which a single model can solve.
Last stated a month ago
15 Sept 2026
PG
Paul Graham — holds since 2026-09-15 — 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: An AI that cannot work out new physics has not equalled human intelligence, let alone surpassed it, because humans have worked out new physics. — tap to centre the map on it
An AI that cannot work out new physics has not equalled human intelligence, let alone surpassed it, because humans have worked out new physics.
Last stated 3 years ago
9 Nov 2023
EM
Elon Musk — holds since 2023-11-09 — 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: 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: 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 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
Progress toward more intelligent artificial systems requires defining and evaluating intelligence so systems can be compared with each other and with humans.
Last stated 5 Nov 2019 · 7 years ago
Holds François Chollet
Read this korrent →
Similar wording
Judging an AI by how close it is to a human is the mistake: appreciating what it can actually do is both more accurate and better protection against its dangers.
Last stated 22 Apr 2024 · 3 years ago
Holds Sean Carroll
Similar wording
AI systems should be understood as something between airplanes and humans, since it can no longer be assumed they lack humanlike motivations.
Last stated 1 Sept 2026 · 2 months ago
Holds Scott Alexander
Similar wording
As AI systems get better at scientific research tasks, it becomes more likely they will soon be capable of improving and building themselves.
Last stated 17 Aug 2026 · 2 months ago
Holds Jack Clark
Similar wording
A validated theory of intelligence may be necessary for achieving genuine AI alignment.
Last stated 17 Aug 2026 · 2 months ago
Holds Kevin Kelly
Similar wording
A rapidly improving technology whose output is intelligence is destined to make violent contact with a modern sensibility that prizes human intellect and often equates it with purpose, dignity, and self-worth.
Last stated 15 Oct 2026 · a week ago
Holds Derek Thompson
Similar wording
AI systems require human oversight rather than full autonomy in analysis and workflows.
Last stated 5 Sept 2025 · a year ago
Holds Jason Evanish
Similar wording
AI should be approached as a collaboration between humans and computers, not a forced choice between them.
Last stated 6 Feb 2024 · 3 years ago
Holds Steve Coast
Similar wording
AI capabilities are jagged rather than smooth, so the different definitions of human-level AI will be met years apart rather than together.
Last stated 6 Apr 2026 · 7 months ago
Holds Helen Toner
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
A unit of measure needs defining, perhaps via a chain of increasingly hard problems, each pair of which a single model can solve.
Last stated 15 Sept 2026 · a month ago
Holds Paul Graham
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: AGI
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: AGI
An AI that cannot work out new physics has not equalled human intelligence, let alone surpassed it, because humans have worked out new physics.
Last stated 9 Nov 2023 · 3 years ago
Holds Elon Musk
Same subject: AGI
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: 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: 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