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← The ecosystem is underestimating, not overestimating, how much AI will redefine product teams over the next decade.
17 connected korrents · 19 moments from 7 Sept 2008 to 17 Sept 2026.
Everything filed under AI alignment
AI alignment
Everything filed under AI and jobs
AI and jobs
Everything filed under coding agents
coding agents
Everything filed under LLMs
LLMs
Everything filed under AI agents
AI agents
Everything filed under humility
humility
Everything filed under AGI
AGI
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Read this korrent: The ecosystem is underestimating, not overestimating, how much AI will redefine product teams over the next decade.
The ecosystem is underestimating, not overestimating, how much AI will redefine product teams over the next decade.
Last stated a year ago
15 Jun 2025
BB
Brian Balfour — holds since 2025-06-15 — tap for who they are
Same subject: AI will replace designers, but not all of them. — tap to centre the map on it
AI will replace designers, but not all of them.
Last stated 2 years ago
21 Feb 2025
TC
Thiago Costa — holds since 2025-02-21 — tap for who they are
Same subject: We are still retrofitting the tools we already had onto workflows we have only imagined, instead of designing for how people will actually work with AI. — tap to centre the map on it
We are still retrofitting the tools we already had onto workflows we have only imagined, instead of designing for how people will actually work with AI.
Last stated 7 months ago
29 Mar 2026
CH
Chip Huyen — holds since 2026-03-29 — tap for who they are
Same subject: The most ambitious companies are rethinking everything around the models, while others are only giving existing teams access to AI. — tap to centre the map on it
The most ambitious companies are rethinking everything around the models, while others are only giving existing teams access to AI.
Last stated 2 months ago
6 Sept 2026
AA
Anish Acharya — holds since 2026-09-06 — tap for who they are
Same subject: Probably nobody has yet figured out how to measure the outcomes of AI-assisted product work. — tap to centre the map on it
Probably nobody has yet figured out how to measure the outcomes of AI-assisted product work.
Last stated 2 months ago
10 Sept 2026
TY
Tamar Yehoshua — holds since 2026-09-10 — tap for who they are
Same subject: Most current predictions about AI's imminent impact on the job market are naive. — tap to centre the map on it
Most current predictions about AI's imminent impact on the job market are naive.
Last stated a year ago
25 Sept 2025
AK
Andrej Karpathy — holds since 2025-09-25 — tap for who they are
Same subject: Society has catching up to do: AI is incredibly powerful and not always right, and people who argue 'but my agent said so' have not learned that yet. — tap to centre the map on it
Society has catching up to do: AI is incredibly powerful and not always right, and people who argue 'but my agent said so' have not learned that yet.
Last stated 9 months ago
12 Feb 2026
PS
Peter Steinberger — holds since 2026-02-12 — tap for who they are
Same subject: The future of AI is a broad decentralised ecosystem, not a totalising handful of AIs that control the world. — tap to centre the map on it
The future of AI is a broad decentralised ecosystem, not a totalising handful of AIs that control the world.
Last stated 3 months ago
29 Jul 2026
AW
Alexandr Wang — holds since 2026-07-29 — tap for who they are
Same subject: Human-level artificial intelligence is plausibly centuries or millennia away, and no trend supports a shorter estimate. — tap to centre the map on it
Human-level artificial intelligence is plausibly centuries or millennia away, and no trend supports a shorter estimate.
Last stated 3 years ago
13 Dec 2023
SA
Scott Aaronson — holds since 2008-09-07 — tap for who they are
SA
Scott Aaronson — no longer holds since 2023-12-13 — 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
Same subject: A badly written AI outbound email is evidence of a bad vendor, not of a limit of AI. — tap to centre the map on it
A badly written AI outbound email is evidence of a bad vendor, not of a limit of AI.
Last stated 10 months ago
1 Jan 2026
JL
Jason Lemkin — holds since 2026-01-01 — tap for who they are
Same subject: A bigger context window does not give you a smarter model; the intelligence of the model is what decides how much of that window it can actually attend to. — tap to centre the map on it
A bigger context window does not give you a smarter model; the intelligence of the model is what decides how much of that window it can actually attend to.
Last stated 4 months ago
15 Jul 2026
DH
Dex Horthy — holds since 2026-07-15 — tap for who they are
Same subject: A body of publications is easy for AI models to consume via pretraining corpora but cumbersome for most humans due to CAPTCHAs, accounts, and paywalls. — tap to centre the map on it
A body of publications is easy for AI models to consume via pretraining corpora but cumbersome for most humans due to CAPTCHAs, accounts, and paywalls.
Last stated a month ago
17 Sept 2026
PC
Patrick Collison — holds since 2026-09-17 — 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 or similar wording a cloud: claims about one subject, named for it bar: when it was last stated, on a scale from 2008 to today (stretched back to the oldest claim here) — full is today a face: someone who holds the claim — tap it for who they are faded, dashed ring: they no longer hold it — they changed their mind
At the centre
The ecosystem is underestimating, not overestimating, how much AI will redefine product teams over the next decade.
Last stated 15 Jun 2025 · a year ago
Holds Brian Balfour
Read this korrent →
Similar wording
AI will replace designers, but not all of them.
Last stated 21 Feb 2025 · 2 years ago
Holds Thiago Costa
Similar wording
We are still retrofitting the tools we already had onto workflows we have only imagined, instead of designing for how people will actually work with AI.
Last stated 29 Mar 2026 · 7 months ago
Holds Chip Huyen
Similar wording
The most ambitious companies are rethinking everything around the models, while others are only giving existing teams access to AI.
Last stated 6 Sept 2026 · 2 months ago
Holds Anish Acharya
Similar wording
Probably nobody has yet figured out how to measure the outcomes of AI-assisted product work.
Last stated 10 Sept 2026 · 2 months ago
Holds Tamar Yehoshua
Similar wording
Most current predictions about AI's imminent impact on the job market are naive.
Last stated 25 Sept 2025 · a year ago
Holds Andrej Karpathy
Similar wording
Society has catching up to do: AI is incredibly powerful and not always right, and people who argue 'but my agent said so' have not learned that yet.
Last stated 12 Feb 2026 · 9 months ago
Holds Peter Steinberger
Similar wording
The future of AI is a broad decentralised ecosystem, not a totalising handful of AIs that control the world.
Last stated 29 Jul 2026 · 3 months ago
Holds Alexandr Wang
Similar wording
Human-level artificial intelligence is plausibly centuries or millennia away, and no trend supports a shorter estimate.
Last stated 13 Dec 2023 · 3 years ago
No longer holds Scott Aaronson
Same subject: coding agents
"I don't know" becomes a kind of superpower when you can work with Claude Code to figure things out.
Last stated 19 Mar 2026 · 7 months ago
Holds Kris Puckett
Same subject: coding agents
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 25 Mar 2026 · 7 months ago
Holds Mario Zechner
Same subject: coding agents
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 18 Aug 2025 · a year ago
Holds Clay Bavor
Same subject: LLMs
A badly written AI outbound email is evidence of a bad vendor, not of a limit of AI.
Last stated 1 Jan 2026 · 10 months ago
Holds Jason Lemkin
Same subject: LLMs
A bigger context window does not give you a smarter model; the intelligence of the model is what decides how much of that window it can actually attend to.
Last stated 15 Jul 2026 · 4 months ago
Holds Dex Horthy
Same subject: LLMs
A body of publications is easy for AI models to consume via pretraining corpora but cumbersome for most humans due to CAPTCHAs, accounts, and paywalls.
Last stated 17 Sept 2026 · a month ago
Holds Patrick Collison
Same subject: AI alignment
A company that uses an algorithm to nudge customers into behavior that isn't good for them is doing something bad.
Last stated 7 Oct 2025 · a year ago
Holds Mr. Money Mustache
Same subject: AI alignment
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 7 May 2024 · 2 years ago
Holds Buck Shlegeris
Same subject: AI alignment
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