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← An agent will reach for purpose-built tools rather than a raw…
17 connected korrents · 14 moments on record from 1 Oct 2023 to 1 Sept 2026.
Everything filed under AI agents
AI agents
Everything filed under robotics
robotics
Everything filed under self-sovereign AI
self-sovereign AI
Everything filed under AI and human skill
AI and human skill
Everything filed under education
education
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Read this korrent: An agent will reach for purpose-built tools rather than a raw computer, because tools are more token-efficient.
An agent will reach for purpose-built tools rather than a raw computer, because tools are more token-efficient.
Last stated 10 months ago
12 Nov 2025
SN
Satya Nadella — holds since 2025-11-12 — tap for who they are
Same subject: AI will not commoditise software tools; it will multiply them, because every new agent is another tool user. — tap to centre the map on it
AI will not commoditise software tools; it will multiply them, because every new agent is another tool user.
Last stated 5 months ago
15 Apr 2026
JH
Jensen Huang — holds since 2026-04-15 — tap for who they are
Same subject: The idea that AI will destroy software and make tools unnecessary is ridiculous: an agent, like a humanoid in your kitchen, will use the tools that already exist. — tap to centre the map on it
The idea that AI will destroy software and make tools unnecessary is ridiculous: an agent, like a humanoid in your kitchen, will use the tools that already exist.
Last stated 6 months ago
23 Mar 2026
JH
Jensen Huang — holds since 2026-03-23 — tap for who they are
Same subject: AI is a tool and not something mystical: plenty of past technologies also took over things only humans had done. — tap to centre the map on it
AI is a tool and not something mystical: plenty of past technologies also took over things only humans had done.
Last stated 10 months ago
12 Nov 2025
SN
Satya Nadella — holds since 2025-11-12 — tap for who they are
Same subject: AI should be treated as an instrument to play rather than a tool to use, because there is no purpose to better machines if they do not also produce better humans. — tap to centre the map on it
AI should be treated as an instrument to play rather than a tool to use, because there is no purpose to better machines if they do not also produce better humans.
Last stated 11 months ago
20 Oct 2025
FC
Frank Chimero — holds since 2025-10-20 — tap for who they are
Same subject: The most underused thing AI does is teach you: people reach for it to write their code and forget it can take them through a curriculum in an hour. — tap to centre the map on it
The most underused thing AI does is teach you: people reach for it to write their code and forget it can take them through a curriculum in an hour.
Last stated 12 months ago
21 Sept 2025
JZ
Julie Zhuo — holds since 2025-09-21 — tap for who they are
Same subject: AI may be a replacement for human cognition rather than a tool, which makes it different in kind from earlier technologies. — tap to centre the map on it
AI may be a replacement for human cognition rather than a tool, which makes it different in kind from earlier technologies.
Last stated 9 months ago
9 Dec 2025
HM
Howard Marks — holds since 2025-12-09 — 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 4 weeks ago
10 Aug 2026
PS
Peter Steinberger — holds since 2026-08-10 — tap for who they are
Same subject: There is a world where AI coding tools change nothing except that engineers are happier, and for a lot of companies that is not good enough to keep paying for. — tap to centre the map on it
There is a world where AI coding tools change nothing except that engineers are happier, and for a lot of companies that is not good enough to keep paying for.
Last stated 3 months ago
27 May 2026
DR
Dax Raad — holds since 2026-05-27 — tap for who they are
Same subject: A handful of AI agents is not a handful of colleagues, because agents agree with you constantly and colleagues tell you where you are wrong. — tap to centre the map on it
A handful of AI agents is not a handful of colleagues, because agents agree with you constantly and colleagues tell you where you are wrong.
Last stated 6 months ago
22 Mar 2026
NF
Nicole Forsgren — holds since 2026-03-22 — tap for who they are
Same subject: After pre-training, post-training and test-time scaling, the fourth scaling law is agentic: multiplying AI by spawning agents, and the whole loop scales on one thing, compute. — tap to centre the map on it
After pre-training, post-training and test-time scaling, the fourth scaling law is agentic: multiplying AI by spawning agents, and the whole loop scales on one thing, compute.
Last stated 6 months ago
23 Mar 2026
JH
Jensen Huang — holds since 2026-03-23 — tap for who they are
Same subject: Agent autonomy is a capability, not a product direction: what the person is actually trying to do decides whether more of it helps or ruins the thing. — tap to centre the map on it
Agent autonomy is a capability, not a product direction: what the person is actually trying to do decides whether more of it helps or ruins the thing.
Last stated 3 weeks ago
14 Aug 2026
SP
Sunil Pai — holds since 2026-08-14 — tap for who they are
Same subject: A highly dynamic economy that cheaply mass-produces robots may increase rather than decrease the risk of Malthusian resource dilemmas. — tap to centre the map on it
A highly dynamic economy that cheaply mass-produces robots may increase rather than decrease the risk of Malthusian resource dilemmas.
Last stated 3 years ago
1 Oct 2023
TC
Tyler Cowen — holds since 2023-10-01 — tap for who they are
Same subject: A humanoid robot is the wrong tool on a factory floor, because a machine specialised in the task beats it. — tap to centre the map on it
A humanoid robot is the wrong tool on a factory floor, because a machine specialised in the task beats it.
Last stated a year ago
6 Apr 2025
MH
Molson Hart — holds since 2025-04-06 — tap for who they are
Same subject: A physical AI agent has to be safe on day one, because you cannot ship something merely good enough and let users find the edge cases. — tap to centre the map on it
A physical AI agent has to be safe on day one, because you cannot ship something merely good enough and let users find the edge cases.
Last stated a month ago
3 Aug 2026
DD
Dmitri Dolgov — holds since 2026-08-03 — 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 6 days 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 6 days 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 6 days ago
1 Sept 2026
DB
Dean W. Ball — holds since 2026-09-01 — 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 on record holding the claim — tap it for who they are
At the centre
An agent will reach for purpose-built tools rather than a raw computer, because tools are more token-efficient.
Last stated 12 Nov 2025 · 10 months ago
Holds SN Satya Nadella
Read this korrent →
Similar wording
AI will not commoditise software tools; it will multiply them, because every new agent is another tool user.
Last stated 15 Apr 2026 · 5 months ago
Holds JH Jensen Huang
Similar wording
The idea that AI will destroy software and make tools unnecessary is ridiculous: an agent, like a humanoid in your kitchen, will use the tools that already exist.
Last stated 23 Mar 2026 · 6 months ago
Holds JH Jensen Huang
Similar wording
AI is a tool and not something mystical: plenty of past technologies also took over things only humans had done.
Last stated 12 Nov 2025 · 10 months ago
Holds SN Satya Nadella
Similar wording
AI should be treated as an instrument to play rather than a tool to use, because there is no purpose to better machines if they do not also produce better humans.
Last stated 20 Oct 2025 · 11 months ago
Holds FC Frank Chimero
Similar wording
The most underused thing AI does is teach you: people reach for it to write their code and forget it can take them through a curriculum in an hour.
Last stated 21 Sept 2025 · 12 months ago
Holds JZ Julie Zhuo
Similar wording
AI may be a replacement for human cognition rather than a tool, which makes it different in kind from earlier technologies.
Last stated 9 Dec 2025 · 9 months ago
Holds HM Howard Marks
Similar wording
A computer-using agent needs a machine of its own, or you will spend the day fighting it for the mouse cursor.
Last stated 10 Aug 2026 · 4 weeks ago
Holds Peter Steinberger
Similar wording
There is a world where AI coding tools change nothing except that engineers are happier, and for a lot of companies that is not good enough to keep paying for.
Last stated 27 May 2026 · 3 months ago
Holds Dax Raad
Same subject: AI agents
A handful of AI agents is not a handful of colleagues, because agents agree with you constantly and colleagues tell you where you are wrong.
Last stated 22 Mar 2026 · 6 months ago
Holds NF Nicole Forsgren
Same subject: AI agents
After pre-training, post-training and test-time scaling, the fourth scaling law is agentic: multiplying AI by spawning agents, and the whole loop scales on one thing, compute.
Last stated 23 Mar 2026 · 6 months ago
Holds JH Jensen Huang
Same subject: AI agents
Agent autonomy is a capability, not a product direction: what the person is actually trying to do decides whether more of it helps or ruins the thing.
Last stated 14 Aug 2026 · 3 weeks ago
Holds Sunil Pai
Same subject: robotics
A highly dynamic economy that cheaply mass-produces robots may increase rather than decrease the risk of Malthusian resource dilemmas.
Last stated 1 Oct 2023 · 3 years ago
Holds TC Tyler Cowen
Same subject: robotics
A humanoid robot is the wrong tool on a factory floor, because a machine specialised in the task beats it.
Last stated 6 Apr 2025 · a year ago
Holds MH Molson Hart
Same subject: robotics
A physical AI agent has to be safe on day one, because you cannot ship something merely good enough and let users find the edge cases.
Last stated 3 Aug 2026 · a month ago
Holds DD Dmitri Dolgov
Same subject: self-sovereign AI
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 1 Sept 2026 · 6 days ago
Holds AC Ajeya Cotra
Same subject: self-sovereign AI
A slightly more capable agent swarm has a very strong incentive to set up a wholly unmonitored rogue deployment of itself.
Last stated 1 Sept 2026 · 6 days ago
Holds AC Ajeya Cotra
Same subject: self-sovereign AI
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 1 Sept 2026 · 6 days ago
Holds Dean W. Ball