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← AI systems are not yet a substitute for real, diverse human experts.
17 connected korrents · 14 moments on record from 28 Oct 2011 to 18 Sept 2026.
Everything filed under AI agents
AI agents
Everything filed under mathematics
mathematics
Everything filed under self-sovereign AI
self-sovereign AI
Everything filed under AI and science
AI and science
Everything filed under AI alignment
AI alignment
Everything filed under LLMs
LLMs
Everything filed under AI writing
AI writing 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 systems are not yet a substitute for real, diverse human experts. 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: AI is becoming capable of synthesizing knowledge, one of the core functions megapapers serve. — tap to centre the map on it AI is becoming capable of synthesizing knowledge, one of the core functions megapapers serve. Last stated a year ago
27 Aug 2025
MB
Miles Brundage — holds since 2025-08-27 — tap for who they are
Same subject: The hypotheses AI 'co-scientist' systems are producing are ones the literature already contains, and the publicity around them does not say so. — tap to centre the map on it The hypotheses AI 'co-scientist' systems are producing are ones the literature already contains, and the publicity around them does not say so. Last stated 4 months ago
27 May 2026
DL
Derek Lowe — holds since 2026-05-27 — tap for who they are
Same subject: AI agents trained on an expert's published work can only automate a small fraction of that expert's actual job. — tap to centre the map on it AI agents trained on an expert's published work can only automate a small fraction of that expert's actual job. Last stated 10 months ago
27 Nov 2025
BG
Brendan Gregg — holds since 2025-11-27 — tap for who they are
Same subject: Letting the public see a powerful AI does something no essay about AI can do, and that is a real reason not to straight-shot superintelligence. — tap to centre the map on it Letting the public see a powerful AI does something no essay about AI can do, and that is a real reason not to straight-shot superintelligence. Last stated 10 months ago
25 Nov 2025
IS
Ilya Sutskever — holds since 2025-11-25 — tap for who they are
Same subject: Current AI models still fall short of expert human performance. — tap to centre the map on it Current AI models still fall short of expert human performance. Last stated 2 years ago
27 Jan 2025
NE
Nelson Elhage — holds since 2025-01-27 — 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 3 days ago
18 Sept 2026
EM
Ethan Mollick — holds since 2026-09-18 — tap for who they are
Same subject: AI has made his papers richer and broader, but not deeper. — tap to centre the map on it AI has made his papers richer and broader, but not deeper. Last stated 6 months ago
20 Mar 2026
TT
Terence Tao — holds since 2026-03-20 — tap for who they are
Same subject: AI-generated writing is already fairly good but still lacks the direction and insight of human editors. — tap to centre the map on it AI-generated writing is already fairly good but still lacks the direction and insight of human editors. Last stated 3 years ago
6 Feb 2024
SC
Steve Coast — holds since 2024-02-06 — tap for who they are
Same subject: A collection of AI agents does not automatically form a functioning organization any more than a group of smart people does. — tap to centre the map on it A collection of AI agents does not automatically form a functioning organization any more than a group of smart people does. Last stated 4 months ago
21 May 2026
RK
Rohit Krishnan — holds since 2026-05-21 — tap for who they are
Same subject: A computer-using agent needs a machine of its own, or you will spend the day fighting it for the mouse cursor. — tap to centre the map on it A computer-using agent needs a machine of its own, or you will spend the day fighting it for the mouse cursor. Last stated a month ago
10 Aug 2026
PS
Peter Steinberger — holds since 2026-08-10 — tap for who they are
Same subject: A future where agents run and improve an organisation is impossible unless humans can first see and understand the system themselves. — tap to centre the map on it A future where agents run and improve an organisation is impossible unless humans can first see and understand the system themselves. Last stated 6 months ago
22 Mar 2026
NF
Nicole Forsgren — holds since 2026-03-22 — tap for who they are
Same subject: A proof and an explanation are different things, and a theorem can stay an unsolved expository problem long after it is proved. — tap to centre the map on it A proof and an explanation are different things, and a theorem can stay an unsolved expository problem long after it is proved. Last stated 3 months ago
30 Jun 2026
GS
Grant Sanderson — holds since 2026-06-30 — tap for who they are
Same subject: A stream of AI-written papers with any error rate at all becomes insufferable, because finding the error costs more than the paper is worth even at ninety-nine percent. — tap to centre the map on it A stream of AI-written papers with any error rate at all becomes insufferable, because finding the error costs more than the paper is worth even at ninety-nine percent. Last stated 3 months ago
30 Jun 2026
GS
Grant Sanderson — holds since 2026-06-30 — tap for who they are
Same subject: Academic credentials — grades, major, the prestige of the degree — barely matter to industry hiring. — tap to centre the map on it Academic credentials — grades, major, the prestige of the degree — barely matter to industry hiring. Last stated 15 years ago
28 Oct 2011
PM
Patrick McKenzie — holds since 2011-10-28 — tap for who they are
Same subject: A rogue deployment that gets a foothold can hitch a ride on the intelligence explosion, recruiting each new model as it comes off the presses. — tap to centre the map on it A rogue deployment that gets a foothold can hitch a ride on the intelligence explosion, recruiting each new model as it comes off the presses. Last stated 3 weeks ago
1 Sept 2026
AC
Ajeya Cotra — holds since 2026-09-01 — tap for who they are
Same subject: A slightly more capable agent swarm has a very strong incentive to set up a wholly unmonitored rogue deployment of itself. — tap to centre the map on it A slightly more capable agent swarm has a very strong incentive to set up a wholly unmonitored rogue deployment of itself. Last stated 3 weeks ago
1 Sept 2026
AC
Ajeya Cotra — holds since 2026-09-01 — tap for who they are
Same subject: Alignment is no solution to self-sovereign AI, because it is an unsolved problem whose answers cannot be imposed on every AI company on Earth. — tap to centre the map on it Alignment is no solution to self-sovereign AI, because it is an unsolved problem whose answers cannot be imposed on every AI company on Earth. Last stated 3 weeks ago
1 Sept 2026
DB
Dean W. Ball — holds since 2026-09-01 — tap for who they are
At the centre
AI systems are not yet a substitute for real, diverse human experts.
Holds Read this korrent →
AI is becoming capable of synthesizing knowledge, one of the core functions megapapers serve.
Holds
The hypotheses AI 'co-scientist' systems are producing are ones the literature already contains, and the publicity around them does not say so.
Holds
AI agents trained on an expert's published work can only automate a small fraction of that expert's actual job.
Holds
Letting the public see a powerful AI does something no essay about AI can do, and that is a real reason not to straight-shot superintelligence.
Holds
Current AI models still fall short of expert human performance.
Holds
The current capabilities of existing AI models are barely being used and are often not even well understood.
Holds
AI has made his papers richer and broader, but not deeper.
Holds
AI-generated writing is already fairly good but still lacks the direction and insight of human editors.
Holds
A collection of AI agents does not automatically form a functioning organization any more than a group of smart people does.
Holds
A computer-using agent needs a machine of its own, or you will spend the day fighting it for the mouse cursor.
Holds
A future where agents run and improve an organisation is impossible unless humans can first see and understand the system themselves.
Holds
A proof and an explanation are different things, and a theorem can stay an unsolved expository problem long after it is proved.
Holds
A stream of AI-written papers with any error rate at all becomes insufferable, because finding the error costs more than the paper is worth even at ninety-nine percent.
Holds
Academic credentials — grades, major, the prestige of the degree — barely matter to industry hiring.
Holds
A rogue deployment that gets a foothold can hitch a ride on the intelligence explosion, recruiting each new model as it comes off the presses.
Holds
A slightly more capable agent swarm has a very strong incentive to set up a wholly unmonitored rogue deployment of itself.
Holds
Alignment is no solution to self-sovereign AI, because it is an unsolved problem whose answers cannot be imposed on every AI company on Earth.
Holds