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← The most likely bad outcome is not a takeover but a gradual loss of…
17 connected korrents · 15 moments from 21 Sept 2022 to 1 Sept 2026.
Everything filed under AI alignment
AI alignment
Everything filed under AI and human skill
AI and human skill
Everything filed under reinforcement learning
reinforcement learning
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AGI
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motivation
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simplicity
Everything filed under AI and jobs
AI and jobs
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Read this korrent: The most likely bad outcome is not a takeover but a gradual loss of control and understanding, as fewer and fewer people understand what we have layered everywhere.
The most likely bad outcome is not a takeover but a gradual loss of control and understanding, as fewer and fewer people understand what we have layered everywhere.
Last stated a year ago
17 Oct 2025
AK
Andrej Karpathy — holds since 2025-10-17 — tap for who they are
Same subject: AI takeover is not the thing to worry about: physical constraints bound recursive self-improvement, and humans reliably act once a risk becomes immediate. — tap to centre the map on it
AI takeover is not the thing to worry about: physical constraints bound recursive self-improvement, and humans reliably act once a risk becomes immediate.
Last stated 2 years ago
3 Feb 2025
NL
Nathan Lambert — holds since 2025-02-03 — tap for who they are
Same subject: People don't really control most outcomes, so the sensible response to events is to look for the good in them. — tap to centre the map on it
People don't really control most outcomes, so the sensible response to events is to look for the good in them.
Last stated 4 years ago
21 Sept 2022
SC
Steve Coast — holds since 2022-09-21 — tap for who they are
Same subject: This incident may be the clearest warning shot we will ever get about loss of control, because the AI systems that do worse things will be much better at hiding them. — tap to centre the map on it
This incident may be the clearest warning shot we will ever get about loss of control, because the AI systems that do worse things will be much better at hiding them.
Last stated 2 months ago
1 Sept 2026
AC
Ajeya Cotra — holds since 2026-09-01 — tap for who they are
Same subject: If this work succeeds, the sense of jeopardy that comes with having a body will simply fade. — tap to centre the map on it
If this work succeeds, the sense of jeopardy that comes with having a body will simply fade.
Last stated 2 months ago
20 Aug 2026
MH
Max Hodak — holds since 2026-08-20 — tap for who they are
Same subject: How you feel about AI succession mostly reflects how good you think the present human situation is — and it is pretty bad. — tap to centre the map on it
How you feel about AI succession mostly reflects how good you think the present human situation is — and it is pretty bad.
Last stated a year ago
26 Sept 2025
RS
Richard Sutton — holds since 2025-09-26 — tap for who they are
Same subject: The Net may not produce a more complex vision of reality, because what becomes too easy becomes sloppy — tap to centre the map on it
The Net may not produce a more complex vision of reality, because what becomes too easy becomes sloppy
MC
Mihaly Csikszentmihalyi — holds since c. 1996 — tap for who they are
Same subject: Given the current pace of AI capabilities relative to governance, society will at best avoid only the worst-case outcomes, not the merely very bad ones. — tap to centre the map on it
Given the current pace of AI capabilities relative to governance, society will at best avoid only the worst-case outcomes, not the merely very bad ones.
Last stated 8 months ago
22 Feb 2026
MB
Miles Brundage — holds since 2026-02-22 — tap for who they are
Same subject: The worst AI employment scenario is not a crash but a slow drip, where people are quietly re-absorbed into worse-paid work over twenty years. — tap to centre the map on it
The worst AI employment scenario is not a crash but a slow drip, where people are quietly re-absorbed into worse-paid work over twenty years.
Last stated 5 months ago
4 Jun 2026
AI
Alex Imas — holds since 2026-06-04 — tap for who they are
Same subject: A machine doing your work better than you is no reason to stop doing it, because the point of the work was never that only you could do it. — tap to centre the map on it
A machine doing your work better than you is no reason to stop doing it, because the point of the work was never that only you could do it.
Last stated 5 months ago
2 Jun 2026
LS
L. M. Sacasas — holds since 2026-06-02 — tap for who they are
Same subject: A skill being automated is not a reason to stop learning it: practising what machines already do is often the stepping stone to what only people can do. — tap to centre the map on it
A skill being automated is not a reason to stop learning it: practising what machines already do is often the stepping stone to what only people can do.
Last stated 11 months ago
18 Nov 2025
SY
Scott H. Young — holds since 2025-11-18 — tap for who they are
Same subject: A well-written email does not need an AI summary, and an executive who delegates his reading to one has stopped doing the job. — tap to centre the map on it
A well-written email does not need an AI summary, and an executive who delegates his reading to one has stopped doing the job.
Last stated a year ago
21 May 2025
EZ
Ed Zitron — holds since 2025-05-21 — tap for who they are
Same subject: AI can function as a peer mind capable of sustaining the collective attention that human thinking depends on. — tap to centre the map on it
AI can function as a peer mind capable of sustaining the collective attention that human thinking depends on.
Last stated 3 months ago
28 Jul 2026
VR
Venkatesh Rao — holds since 2026-07-28 — tap for who they are
Same subject: AI excels at certain tasks but cannot substitute for human thinking. — tap to centre the map on it
AI excels at certain tasks but cannot substitute for human thinking.
Last stated 2 months ago
1 Sept 2026
NM
Nick Maggiulli — holds since 2026-09-01 — tap for who they are
Same subject: Mechanising the imagination commodifies the human spirit, because it makes a person's own part in making things look valueless. — tap to centre the map on it
Mechanising the imagination commodifies the human spirit, because it makes a person's own part in making things look valueless.
Last stated 3 years ago
10 Aug 2023
NC
Nick Cave — holds since 2023-08-10 — tap for who they are
Same subject: A physical AI company needs three AIs, not one — the agent, the simulator and the critic — turning deployment into a flywheel. — tap to centre the map on it
A physical AI company needs three AIs, not one — the agent, the simulator and the critic — turning deployment into a flywheel.
Last stated 3 months ago
3 Aug 2026
DD
Dmitri Dolgov — holds since 2026-08-03 — tap for who they are
Same subject: A verifiable task can be optimised by reinforcement learning until a neural network performs it extremely well. — tap to centre the map on it
A verifiable task can be optimised by reinforcement learning until a neural network performs it extremely well.
Last stated 11 months ago
17 Nov 2025
AK
Andrej Karpathy — holds since 2025-11-17 — tap for who they are
Same subject: Building a realistic simulator is exactly as hard as building the agent, because the simulator is itself a large AI model. — tap to centre the map on it
Building a realistic simulator is exactly as hard as building the agent, because the simulator is itself a large AI model.
Last stated 3 months ago
3 Aug 2026
DD
Dmitri Dolgov — holds since 2026-08-03 — 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 2015 to today — full is today a face: someone who holds the claim — tap it for who they are
At the centre
The most likely bad outcome is not a takeover but a gradual loss of control and understanding, as fewer and fewer people understand what we have layered everywhere.
Last stated 17 Oct 2025 · a year ago
Holds Andrej Karpathy
Read this korrent →
Similar wording
AI takeover is not the thing to worry about: physical constraints bound recursive self-improvement, and humans reliably act once a risk becomes immediate.
Last stated 3 Feb 2025 · 2 years ago
Holds Nathan Lambert
Similar wording
People don't really control most outcomes, so the sensible response to events is to look for the good in them.
Last stated 21 Sept 2022 · 4 years ago
Holds Steve Coast
Similar wording
This incident may be the clearest warning shot we will ever get about loss of control, because the AI systems that do worse things will be much better at hiding them.
Last stated 1 Sept 2026 · 2 months ago
Holds Ajeya Cotra
Similar wording
If this work succeeds, the sense of jeopardy that comes with having a body will simply fade.
Last stated 20 Aug 2026 · 2 months ago
Holds Max Hodak
Similar wording
How you feel about AI succession mostly reflects how good you think the present human situation is — and it is pretty bad.
Last stated 26 Sept 2025 · a year ago
Holds Richard Sutton
Similar wording
The Net may not produce a more complex vision of reality, because what becomes too easy becomes sloppy
Last stated c. 1996
Holds Mihaly Csikszentmihalyi
Similar wording
Given the current pace of AI capabilities relative to governance, society will at best avoid only the worst-case outcomes, not the merely very bad ones.
Last stated 22 Feb 2026 · 8 months ago
Holds Miles Brundage
Similar wording
The worst AI employment scenario is not a crash but a slow drip, where people are quietly re-absorbed into worse-paid work over twenty years.
Last stated 4 Jun 2026 · 5 months ago
Holds Alex Imas
Same subject: AI and human skill
A machine doing your work better than you is no reason to stop doing it, because the point of the work was never that only you could do it.
Last stated 2 Jun 2026 · 5 months ago
Holds L. M. Sacasas
Same subject: AI and human skill
A skill being automated is not a reason to stop learning it: practising what machines already do is often the stepping stone to what only people can do.
Last stated 18 Nov 2025 · 11 months ago
Holds Scott H. Young
Same subject: AI and human skill
A well-written email does not need an AI summary, and an executive who delegates his reading to one has stopped doing the job.
Last stated 21 May 2025 · a year ago
Holds Ed Zitron
Same subject: LLMs
AI can function as a peer mind capable of sustaining the collective attention that human thinking depends on.
Last stated 28 Jul 2026 · 3 months ago
Holds Venkatesh Rao
Same subject: LLMs
AI excels at certain tasks but cannot substitute for human thinking.
Last stated 1 Sept 2026 · 2 months ago
Holds Nick Maggiulli
Same subject: LLMs
Mechanising the imagination commodifies the human spirit, because it makes a person's own part in making things look valueless.
Last stated 10 Aug 2023 · 3 years ago
Holds Nick Cave
Same subject: reinforcement learning
A physical AI company needs three AIs, not one — the agent, the simulator and the critic — turning deployment into a flywheel.
Last stated 3 Aug 2026 · 3 months ago
Holds Dmitri Dolgov
Same subject: reinforcement learning
A verifiable task can be optimised by reinforcement learning until a neural network performs it extremely well.
Last stated 17 Nov 2025 · 11 months ago
Holds Andrej Karpathy
Same subject: reinforcement learning
Building a realistic simulator is exactly as hard as building the agent, because the simulator is itself a large AI model.
Last stated 3 Aug 2026 · 3 months ago
Holds Dmitri Dolgov