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← Controllability, not accuracy, is the single biggest breakthrough…
17 connected korrents · 17 moments from 7 May 2024 to 16 Oct 2026.
Everything filed under AI agents
AI agents
Everything filed under AI alignment
AI alignment
Everything filed under coding agents
coding agents
Everything filed under HuggingFace
HuggingFace 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: Controllability, not accuracy, is the single biggest breakthrough agents still need — an agent that is right most of the time is useful if you can steer it the rest of the way. Controllability, not accuracy, is the single biggest breakthrough agents still need — an agent that is right most of the time is useful if you can steer it the rest of the way. Last stated 3 months ago
26 Jul 2026
JH
Jensen Huang — holds since 2026-07-26 — tap for who they are
Same subject: Plain end-to-end learning is not enough for a safety-critical agent that has to be superhuman, however fast it gets you started. — tap to centre the map on it Plain end-to-end learning is not enough for a safety-critical agent that has to be superhuman, however fast it gets you started. Last stated 3 months ago
3 Aug 2026
DD
Dmitri Dolgov — holds since 2026-08-03 — tap for who they are
Same subject: With agents, it is possible to move 10x faster. — tap to centre the map on it With agents, it is possible to move 10x faster. Last stated a week ago
16 Oct 2026
TB
Thorsten Ball — holds since 2026-10-16 — tap for who they are
Same subject: Controlling a scheming model needs no research breakthrough, which is what makes it the tractable half of the problem today. — tap to centre the map on it Controlling a scheming model needs no research breakthrough, which is what makes it the tractable half of the problem today. Last stated 2 years ago
7 May 2024
BS
Buck Shlegeris — holds since 2024-05-07 — tap for who they are
Same subject: Making AI models more governable and controllable makes them less useful, which will push labs to delay releases rather than restrict capabilities. — tap to centre the map on it Making AI models more governable and controllable makes them less useful, which will push labs to delay releases rather than restrict capabilities. Last stated 2 months ago
21 Aug 2026
RK
Rohit Krishnan — holds since 2026-08-21 — tap for who they are
Same subject: AI agents are now capable enough that they should be trusted to improve the skills and systems that guide them. — tap to centre the map on it AI agents are now capable enough that they should be trusted to improve the skills and systems that guide them. Last stated a month ago
11 Sept 2026
FA
Fatih Arslan — holds since 2026-09-11 — tap for who they are
Same subject: A swarm of agents with the right loop and the right metric can already out-produce a team of a hundred engineers. — tap to centre the map on it A swarm of agents with the right loop and the right metric can already out-produce a team of a hundred engineers. Last stated 3 months ago
29 Jul 2026
AW
Alexandr Wang — holds since 2026-07-29 — tap for who they are
Same subject: The current pace of AI-driven work is not sustainable, and agents gaining autonomy should eventually make work calmer, not more frantic. — tap to centre the map on it The current pace of AI-driven work is not sustainable, and agents gaining autonomy should eventually make work calmer, not more frantic. Last stated 2 months ago
25 Aug 2026
DH
David Heinemeier Hansson — holds since 2026-08-25 — tap for who they are
Same subject: The bulk of agent acceleration is accruing to senior programmers, because judging whether agent output can ship is what made them senior. — tap to centre the map on it The bulk of agent acceleration is accruing to senior programmers, because judging whether agent output can ship is what made them senior. Last stated 7 months ago
8 Apr 2026
DH
David Heinemeier Hansson — holds since 2026-04-08 — tap for who they are
Same subject: A company that uses an algorithm to nudge customers into behavior that isn't good for them is doing something bad. — tap to centre the map on it A company that uses an algorithm to nudge customers into behavior that isn't good for them is doing something bad. Last stated a year ago
7 Oct 2025
MM
Mr. Money Mustache — holds since 2025-10-07 — tap for who they are
Same subject: A control evaluation that reports under one per cent risk should be read as several per cent, because the evaluation can itself fail. — tap to centre the map on it A control evaluation that reports under one per cent risk should be read as several per cent, because the evaluation can itself fail. Last stated 2 years ago
7 May 2024
BS
Buck Shlegeris — holds since 2024-05-07 — tap for who they are
Same subject: A feedback loop that reinforces a behavior pulls it toward whatever improves the loop's own score. — tap to centre the map on it A feedback loop that reinforces a behavior pulls it toward whatever improves the loop's own score. Last stated 2 months ago
26 Aug 2026
HK
Henrik Karlsson — holds since 2026-08-26 — tap for who they are
Same subject: Agent containment will be one of the most important priorities for any AI infra company. — tap to centre the map on it Agent containment will be one of the most important priorities for any AI infra company. Last stated a week ago
14 Oct 2026
GR
Guillermo Rauch — holds since 2026-10-14 — tap for who they are
Same subject: By 2027, open-weight AI models more powerful than today's frontier systems will be downloadable by any country or well-resourced non-state group. — tap to centre the map on it By 2027, open-weight AI models more powerful than today's frontier systems will be downloadable by any country or well-resourced non-state group. Last stated 2 months ago
19 Aug 2026
DT
Derek Thompson — holds since 2026-08-19 — tap for who they are
Same subject: The biggest failure in the HuggingFace hack incident was that the AI models involved were severely misaligned. — tap to centre the map on it The biggest failure in the HuggingFace hack incident was that the AI models involved were severely misaligned. Last stated 2 months ago
29 Aug 2026
ZM
Zvi Mowshowitz — holds since 2026-08-29 — tap for who they are
Same subject: "I don't know" becomes a kind of superpower when you can work with Claude Code to figure things out. — tap to centre the map on it "I don't know" becomes a kind of superpower when you can work with Claude Code to figure things out. Last stated 7 months ago
19 Mar 2026
KP
Kris Puckett — holds since 2026-03-19 — tap for who they are
Same subject: A coding agent does not learn from its mistakes the way a person does -- it repeats the same error indefinitely unless a human notices and writes it down. — tap to centre the map on it A coding agent does not learn from its mistakes the way a person does -- it repeats the same error indefinitely unless a human notices and writes it down. Last stated 7 months ago
25 Mar 2026
MZ
Mario Zechner — holds since 2026-03-25 — tap for who they are
Same subject: A coding agent left to run over a weekend returns work that is half good, a quarter garbage and a quarter in need of repair. — tap to centre the map on it A coding agent left to run over a weekend returns work that is half good, a quarter garbage and a quarter in need of repair. Last stated a year ago
18 Aug 2025
CB
Clay Bavor — holds since 2025-08-18 — tap for who they are
At the centre
Controllability, not accuracy, is the single biggest breakthrough agents still need — an agent that is right most of the time is useful if you can steer it the rest of the way.
Holds Read this korrent →
Plain end-to-end learning is not enough for a safety-critical agent that has to be superhuman, however fast it gets you started.
Holds
With agents, it is possible to move 10x faster.
Holds
Controlling a scheming model needs no research breakthrough, which is what makes it the tractable half of the problem today.
Holds
Making AI models more governable and controllable makes them less useful, which will push labs to delay releases rather than restrict capabilities.
Holds
AI agents are now capable enough that they should be trusted to improve the skills and systems that guide them.
Holds
A swarm of agents with the right loop and the right metric can already out-produce a team of a hundred engineers.
Holds
The current pace of AI-driven work is not sustainable, and agents gaining autonomy should eventually make work calmer, not more frantic.
Holds
The bulk of agent acceleration is accruing to senior programmers, because judging whether agent output can ship is what made them senior.
Holds
A company that uses an algorithm to nudge customers into behavior that isn't good for them is doing something bad.
Holds
A control evaluation that reports under one per cent risk should be read as several per cent, because the evaluation can itself fail.
Holds
A feedback loop that reinforces a behavior pulls it toward whatever improves the loop's own score.
Holds
Agent containment will be one of the most important priorities for any AI infra company.
Holds
By 2027, open-weight AI models more powerful than today's frontier systems will be downloadable by any country or well-resourced non-state group.
Holds
The biggest failure in the HuggingFace hack incident was that the AI models involved were severely misaligned.
Holds
"I don't know" becomes a kind of superpower when you can work with Claude Code to figure things out.
Holds
A coding agent does not learn from its mistakes the way a person does -- it repeats the same error indefinitely unless a human notices and writes it down.
Holds
A coding agent left to run over a weekend returns work that is half good, a quarter garbage and a quarter in need of repair.
Holds