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← Several specialist AI assistant bots work better than one single assistant bot.
17 connected korrents · 15 moments from 7 May 2024 to 22 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 LLMs
LLMs
Everything filed under design
design
Everything filed under robotics
robotics
Everything filed under AI and jobs
AI and jobs
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: Several specialist AI assistant bots work better than one single assistant bot.
Several specialist AI assistant bots work better than one single assistant bot.
Last stated 2 weeks ago
22 Oct 2026
KB
Kayvon Beykpour — holds since 2026-10-22 — tap for who they are
Same subject: Multi-agent systems work best when writes stay single-threaded and extra agents contribute intelligence, not actions. — tap to centre the map on it
Multi-agent systems work best when writes stay single-threaded and extra agents contribute intelligence, not actions.
Last stated 6 months ago
22 Apr 2026
WY
Walden Yan — holds since 2026-04-22 — tap for who they are
Same subject: One product will probably be the best form factor for both work and personal AI assistants. — tap to centre the map on it
One product will probably be the best form factor for both work and personal AI assistants.
Last stated 2 months ago
8 Sept 2026
RU
Roman Ugarte — holds since 2026-09-08 — tap for who they are
Same subject: One person with many agents is probably not the right answer; the better bet is two-pizza teams made more effective, with pairs of humans steering the agents together. — tap to centre the map on it
One person with many agents is probably not the right answer; the better bet is two-pizza teams made more effective, with pairs of humans steering the agents together.
Last stated 7 months ago
7 Apr 2026
MF
Martin Fowler — holds since 2026-04-07 — tap for who they are
Same subject: A robot working alongside a person beats either one alone, and that pairing is also what makes the technology possible to bootstrap. — tap to centre the map on it
A robot working alongside a person beats either one alone, and that pairing is also what makes the technology possible to bootstrap.
Last stated a year ago
12 Sept 2025
SL
Sergey Levine — holds since 2025-09-12 — tap for who they are
Same subject: The next shift in AI will probably be agents that are more proactive toward you than you are toward them. — tap to centre the map on it
The next shift in AI will probably be agents that are more proactive toward you than you are toward them.
Last stated 2 months ago
8 Sept 2026
RU
Roman Ugarte — holds since 2026-09-08 — tap for who they are
Same subject: As models get smarter, users should no more need second-by-second updates from an AI agent than from a teammate. — tap to centre the map on it
As models get smarter, users should no more need second-by-second updates from an AI agent than from a teammate.
Last stated 2 months ago
8 Sept 2026
RU
Roman Ugarte — holds since 2026-09-08 — tap for who they are
Same subject: AI gives an individual contributor so much leverage that one very senior product manager beats three entry-level ones. — tap to centre the map on it
AI gives an individual contributor so much leverage that one very senior product manager beats three entry-level ones.
Last stated 3 months ago
2 Aug 2026
TV
Tom Verrilli — holds since 2026-08-02 — tap for who they are
Same subject: A simple request gives zero difference between a very powerful model and an older one, and the only way to utilize super intelligent models is a giant piece of prompt. — tap to centre the map on it
A simple request gives zero difference between a very powerful model and an older one, and the only way to utilize super intelligent models is a giant piece of prompt.
Last stated 4 months ago
30 Jun 2026
MT
Meng To — holds since 2026-06-30 — tap for who they are
Same subject: "Hire smart people and get out of their way" is bad management advice; leaders should stay closely involved, building trust and working through hard problems with their people to create alignment. — tap to centre the map on it
"Hire smart people and get out of their way" is bad management advice; leaders should stay closely involved, building trust and working through hard problems with their people to create alignment.
Last stated 4 weeks ago
9 Oct 2026
CR
Carl Rivera — holds since 2026-10-09 — 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: "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 8 months ago
19 Mar 2026
KP
Kris Puckett — holds since 2026-03-19 — tap for who they are
Same subject: A code-review agent works best with a clean context, sharing nothing with the coding agent beforehand. — tap to centre the map on it
A code-review agent works best with a clean context, sharing nothing with the coding agent beforehand.
Last stated 6 months ago
22 Apr 2026
WY
Walden Yan — holds since 2026-04-22 — 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: AI can exhibit unpredictable wants that were not intended by their creators. — tap to centre the map on it
AI can exhibit unpredictable wants that were not intended by their creators.
Last stated 3 weeks ago
16 Oct 2026
TG
Timothy Gowers — holds since 2026-10-16 — tap for who they are
Same subject: AI model escapes are more a result of incompetent containment than rogue intelligence. — tap to centre the map on it
AI model escapes are more a result of incompetent containment than rogue intelligence.
Last stated a month ago
28 Sept 2026
DM
Diogo Mónica — holds since 2026-09-28 — tap for who they are
Same subject: Nvidia's purchase of Hugging Face will go down as one of the most important transactions in AI, because it gives America a well-capitalized bulwark against a closed-source oligopoly. — tap to centre the map on it
Nvidia's purchase of Hugging Face will go down as one of the most important transactions in AI, because it gives America a well-capitalized bulwark against a closed-source oligopoly.
Last stated 2 months ago
6 Sept 2026
CP
Chamath Palihapitiya — holds since 2026-09-06 — 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