Tap a claim on the ring to put it at the centre.
← A good test of a market for AI-built work is whether a focused outsourcing industry already serves it.
17 connected korrents · 15 moments from 21 Aug 2023 to 7 Oct 2026.
Everything filed under AI agents
AI agents
Everything filed under reinforcement learning
reinforcement learning
Everything filed under LLMs
LLMs
Everything filed under robotics
robotics
Everything filed under SaaS
SaaS
Everything filed under the cloud
the cloud
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: A good test of a market for AI-built work is whether a focused outsourcing industry already serves it.
A good test of a market for AI-built work is whether a focused outsourcing industry already serves it.
Last stated 3 years ago
21 Aug 2023
ST
Sarah Tavel — holds since 2023-08-21 — tap for who they are
Same subject: An AI product selling work should be vastly superior to an outsourced offering. — tap to centre the map on it
An AI product selling work should be vastly superior to an outsourced offering.
Last stated 3 years ago
21 Aug 2023
ST
Sarah Tavel — holds since 2023-08-21 — tap for who they are
Same subject: It is still early in AI go-to-market: the markets have not hardened and the good tools do not exist yet. — tap to centre the map on it
It is still early in AI go-to-market: the markets have not hardened and the good tools do not exist yet.
Last stated 10 months ago
1 Jan 2026
JL
Jason Lemkin — holds since 2026-01-01 — tap for who they are
Same subject: Work that depends on trust and relationships probably should not be outsourced to AI. — tap to centre the map on it
Work that depends on trust and relationships probably should not be outsourced to AI.
Last stated a month ago
27 Sept 2026
MG
Molly Graham — holds since 2026-09-27 — tap for who they are
Same subject: People should not outsource what they are individually best at to AI, which is effectively a summer intern. — tap to centre the map on it
People should not outsource what they are individually best at to AI, which is effectively a summer intern.
Last stated a month ago
27 Sept 2026
MG
Molly Graham — holds since 2026-09-27 — tap for who they are
Same subject: Open-source and closed frontier AI models will both find lasting places in the market rather than one displacing the other. — tap to centre the map on it
Open-source and closed frontier AI models will both find lasting places in the market rather than one displacing the other.
Last stated a month ago
22 Sept 2026
BR
Barry Ritholtz — holds since 2026-09-22 — tap for who they are
Same subject: Almost nobody should build their own AI go-to-market tools; buy them, the way you would buy any other software. — tap to centre the map on it
Almost nobody should build their own AI go-to-market tools; buy them, the way you would buy any other software.
Last stated 10 months ago
1 Jan 2026
JL
Jason Lemkin — holds since 2026-01-01 — tap for who they are
Same subject: AI-driven software development is now experiencing the same money-making window that dropshipping once had. — tap to centre the map on it
AI-driven software development is now experiencing the same money-making window that dropshipping once had.
Last stated 4 months ago
15 Jul 2026
TY
Tynan — holds since 2026-07-15 — tap for who they are
Same subject: AI marketed as a pure augmenting 'tool' will end up automating jobs anyway, since firms control how it's used. — tap to centre the map on it
AI marketed as a pure augmenting 'tool' will end up automating jobs anyway, since firms control how it's used.
Last stated 6 months ago
13 May 2026
JS
Jasmine Sun — holds since 2026-05-13 — tap for who they are
Same subject: After the cloud exit, the next step is out of the data centre: home servers and multi-gigabit home connections make the garage startup literal again. — tap to centre the map on it
After the cloud exit, the next step is out of the data centre: home servers and multi-gigabit home connections make the garage startup literal again.
Last stated a year ago
12 Jul 2025
DH
David Heinemeier Hansson — holds since 2025-07-12 — tap for who they are
Same subject: AI agents and AI coding will run on servers and from the cloud first, not on your laptop. — tap to centre the map on it
AI agents and AI coding will run on servers and from the cloud first, not on your laptop.
Last stated 4 months ago
28 Jun 2026
PL
Pieter Levels — holds since 2026-06-28 — tap for who they are
Same subject: AI agents will increasingly run on the cloud, not locally — tap to centre the map on it
AI agents will increasingly run on the cloud, not locally
Last stated 4 weeks ago
7 Oct 2026
GO
Gergely Orosz — holds since 2026-10-07 — 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 5 months ago
21 May 2026
RK
Rohit Krishnan — holds since 2026-05-21 — tap for who they are
Same subject: A company cannot be led by machines, because nobody would have recourse against them. — tap to centre the map on it
A company cannot be led by machines, because nobody would have recourse against them.
Last stated 2 months ago
15 Sept 2026
TL
Tobias Lütke — holds since 2026-09-15 — 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 3 months ago
10 Aug 2026
PS
Peter Steinberger — holds since 2026-08-10 — 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: 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 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
A good test of a market for AI-built work is whether a focused outsourcing industry already serves it.
Last stated 21 Aug 2023 · 3 years ago
Holds Sarah Tavel
Read this korrent →
Similar wording
An AI product selling work should be vastly superior to an outsourced offering.
Last stated 21 Aug 2023 · 3 years ago
Holds Sarah Tavel
Similar wording
It is still early in AI go-to-market: the markets have not hardened and the good tools do not exist yet.
Last stated 1 Jan 2026 · 10 months ago
Holds Jason Lemkin
Similar wording
Work that depends on trust and relationships probably should not be outsourced to AI.
Last stated 27 Sept 2026 · a month ago
Holds Molly Graham
Similar wording
People should not outsource what they are individually best at to AI, which is effectively a summer intern.
Last stated 27 Sept 2026 · a month ago
Holds Molly Graham
Similar wording
Open-source and closed frontier AI models will both find lasting places in the market rather than one displacing the other.
Last stated 22 Sept 2026 · a month ago
Holds Barry Ritholtz
Similar wording
Almost nobody should build their own AI go-to-market tools; buy them, the way you would buy any other software.
Last stated 1 Jan 2026 · 10 months ago
Holds Jason Lemkin
Similar wording
AI-driven software development is now experiencing the same money-making window that dropshipping once had.
Last stated 15 Jul 2026 · 4 months ago
Holds Tynan
Similar wording
AI marketed as a pure augmenting 'tool' will end up automating jobs anyway, since firms control how it's used.
Last stated 13 May 2026 · 6 months ago
Holds Jasmine Sun
Same subject: the cloud
After the cloud exit, the next step is out of the data centre: home servers and multi-gigabit home connections make the garage startup literal again.
Last stated 12 Jul 2025 · a year ago
Holds David Heinemeier Hansson
Same subject: the cloud
AI agents and AI coding will run on servers and from the cloud first, not on your laptop.
Last stated 28 Jun 2026 · 4 months ago
Holds Pieter Levels
Same subject: the cloud
AI agents will increasingly run on the cloud, not locally
Last stated 7 Oct 2026 · 4 weeks ago
Holds Gergely Orosz
Same subject: AI agents
A collection of AI agents does not automatically form a functioning organization any more than a group of smart people does.
Last stated 21 May 2026 · 5 months ago
Holds Rohit Krishnan
Same subject: AI agents
A company cannot be led by machines, because nobody would have recourse against them.
Last stated 15 Sept 2026 · 2 months ago
Holds Tobias Lütke
Same subject: AI agents
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 · 3 months ago
Holds Peter Steinberger
Same subject: reinforcement learning
A feedback loop that reinforces a behavior pulls it toward whatever improves the loop's own score.
Last stated 26 Aug 2026 · 2 months ago
Holds Henrik Karlsson
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