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← Model intelligence should speciate like the animal kingdom rather than converge on one oracle that knows everything.
17 connected korrents · 18 moments from 3 Oct 2012 to 18 Sept 2026.
Everything filed under AGI
AGI
Everything filed under AI and science
AI and science
Everything filed under LLMs
LLMs
Everything filed under AI alignment
AI alignment
Everything filed under creativity
creativity
Everything filed under AI and human skill
AI and human skill 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: Model intelligence should speciate like the animal kingdom rather than converge on one oracle that knows everything. Model intelligence should speciate like the animal kingdom rather than converge on one oracle that knows everything. Last stated 7 months ago
20 Mar 2026
AK
Andrej Karpathy — holds since 2026-03-20 — tap for who they are
Same subject: We will build superintelligence long before we build anything as robust as a bird, because nothing we have built can survive in nature at all. — tap to centre the map on it We will build superintelligence long before we build anything as robust as a bird, because nothing we have built can survive in nature at all. Last stated 3 years ago
29 Jun 2023
GH
George Hotz — holds since 2023-06-29 — tap for who they are
Same subject: Biology keeps turning up whole classes of things nobody knew existed, and that is what defeats attempts to model it. — tap to centre the map on it Biology keeps turning up whole classes of things nobody knew existed, and that is what defeats attempts to model it. Last stated 2 years ago
19 Sept 2024
DL
Derek Lowe — holds since 2024-09-19 — tap for who they are
Same subject: LLM intelligence should not be understood through an animal analogy; it is a different kind of entity altogether — tap to centre the map on it LLM intelligence should not be understood through an animal analogy; it is a different kind of entity altogether Last stated 10 months ago
19 Dec 2025
AK
Andrej Karpathy — holds since 2025-12-19 — tap for who they are
Same subject: Even with human-like learners, competition will split the AI market into specialised niches rather than hand it to one company. — tap to centre the map on it Even with human-like learners, competition will split the AI market into specialised niches rather than hand it to one company. Last stated 11 months ago
25 Nov 2025
IS
Ilya Sutskever — holds since 2025-11-25 — tap for who they are
Same subject: The current capabilities of existing AI models are barely being used and are often not even well understood. — tap to centre the map on it The current capabilities of existing AI models are barely being used and are often not even well understood. Last stated a month ago
18 Sept 2026
EM
Ethan Mollick — holds since 2026-09-18 — tap for who they are
Same subject: The most fertile way to study neuroscience today is to work on AI models rather than on brains. — tap to centre the map on it The most fertile way to study neuroscience today is to work on AI models rather than on brains. Last stated 2 months ago
20 Aug 2026
KK
Kevin Kelly — holds since 2026-08-17 — tap for who they are
MH
Max Hodak — holds since 2026-08-20 — tap for who they are
Same subject: Short of a breakthrough, throwing more compute at current AI models will not get them to invent new scientific theories. — tap to centre the map on it Short of a breakthrough, throwing more compute at current AI models will not get them to invent new scientific theories. Last stated 8 months ago
19 Feb 2026
NR
Naval Ravikant — holds since 2026-02-19 — tap for who they are
Same subject: Intelligence is becoming a choice rather than a byproduct of daily work: there will still be smart people, but only those who choose to be. — tap to centre the map on it Intelligence is becoming a choice rather than a byproduct of daily work: there will still be smart people, but only those who choose to be. Last stated 11 months ago
18 Nov 2025
PG
Paul Graham — holds since 2024-10-01 — tap for who they are
SY
Scott H. Young — holds since 2025-11-18 — tap for who they are
Same subject: A country outside the AI supply chain should just buy the index — which works only in the world where AI ends up commoditised rather than concentrated. — tap to centre the map on it A country outside the AI supply chain should just buy the index — which works only in the world where AI ends up commoditised rather than concentrated. Last stated 5 months ago
4 Jun 2026
AI
Alex Imas — holds since 2026-06-04 — tap for who they are
Same subject: A human being is not an AGI: we lack a huge amount of knowledge and rely on continual learning instead, so continual learning is what superintelligence should mean. — tap to centre the map on it A human being is not an AGI: we lack a huge amount of knowledge and rely on continual learning instead, so continual learning is what superintelligence should mean. Last stated 11 months ago
25 Nov 2025
IS
Ilya Sutskever — holds since 2025-11-25 — tap for who they are
Same subject: A poor country should prioritise owning a piece of AI over retraining its workers, but it should not bet everything on that. — tap to centre the map on it A poor country should prioritise owning a piece of AI over retraining its workers, but it should not bet everything on that. Last stated 5 months ago
4 Jun 2026
PT
Phil Trammell — holds since 2026-06-04 — tap for who they are
Same subject: A proposal to pace frontier AI development is unrealistic and mainly serves political control of AI. — tap to centre the map on it A proposal to pace frontier AI development is unrealistic and mainly serves political control of AI. Last stated a month ago
18 Sept 2026
BT
Ben Thompson — holds since 2026-09-18 — tap for who they are
Same subject: Adapting over time is a workable answer to humans misusing AI and no answer at all to losing control of systems smarter than us. — tap to centre the map on it Adapting over time is a workable answer to humans misusing AI and no answer at all to losing control of systems smarter than us. Last stated 2 years ago
5 Apr 2025
HT
Helen Toner — holds since 2025-04-05 — tap for who they are
Same subject: Advanced AI is close enough that the preparations which take years have to be started now, whichever end of the expert range you believe. — tap to centre the map on it Advanced AI is close enough that the preparations which take years have to be started now, whichever end of the expert range you believe. Last stated 2 years ago
1 Apr 2025
HT
Helen Toner — holds since 2025-04-01 — tap for who they are
MB
Miles Brundage — holds since 2024-12-20 — 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: The one genuine uncertainty left about AI capability is tasks nobody can verify — planning a Mars mission, discovering CRISPR, writing a novel. — tap to centre the map on it The one genuine uncertainty left about AI capability is tasks nobody can verify — planning a Mars mission, discovering CRISPR, writing a novel. Last stated 8 months ago
13 Feb 2026
DA
Dario Amodei — holds since 2026-02-13 — tap for who they are
At the centre
Model intelligence should speciate like the animal kingdom rather than converge on one oracle that knows everything.
Holds Read this korrent →
We will build superintelligence long before we build anything as robust as a bird, because nothing we have built can survive in nature at all.
Holds
Biology keeps turning up whole classes of things nobody knew existed, and that is what defeats attempts to model it.
Holds
LLM intelligence should not be understood through an animal analogy; it is a different kind of entity altogether
Holds
Even with human-like learners, competition will split the AI market into specialised niches rather than hand it to one company.
Holds
The current capabilities of existing AI models are barely being used and are often not even well understood.
Holds
The most fertile way to study neuroscience today is to work on AI models rather than on brains.
Holds
Short of a breakthrough, throwing more compute at current AI models will not get them to invent new scientific theories.
Holds
Intelligence is becoming a choice rather than a byproduct of daily work: there will still be smart people, but only those who choose to be.
Holds
A country outside the AI supply chain should just buy the index — which works only in the world where AI ends up commoditised rather than concentrated.
Holds
A human being is not an AGI: we lack a huge amount of knowledge and rely on continual learning instead, so continual learning is what superintelligence should mean.
Holds
A poor country should prioritise owning a piece of AI over retraining its workers, but it should not bet everything on that.
Holds
A proposal to pace frontier AI development is unrealistic and mainly serves political control of AI.
Holds
Adapting over time is a workable answer to humans misusing AI and no answer at all to losing control of systems smarter than us.
Holds
Advanced AI is close enough that the preparations which take years have to be started now, whichever end of the expert range you believe.
Holds
A true artificial general intelligence cannot exist without being recognized as a moral subject.
Holds
AGI research made no progress in its first six decades.
Holds
The one genuine uncertainty left about AI capability is tasks nobody can verify — planning a Mars mission, discovering CRISPR, writing a novel.
Holds