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← Economic growth from AI waits on change management, not on model…
17 connected korrents · 17 moments on record from 5 Apr 2017 to 3 Sept 2026.
Everything filed under Silicon Valley
Silicon Valley
Everything filed under Addiction
Addiction
Everything filed under startups
startups
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Read this korrent: Economic growth from AI waits on change management, not on model capability: the work artifact and the workflow have to change first.
Economic growth from AI waits on change management, not on model capability: the work artifact and the workflow have to change first.
Last stated 10 months ago
12 Nov 2025
SN
Satya Nadella — holds since 2025-11-12 — tap for who they are
Same subject: The bottleneck in AI is no longer the progress of the models but their diffusion — if the models froze today, the economy would still take decades to absorb what already exists. — tap to centre the map on it
The bottleneck in AI is no longer the progress of the models but their diffusion — if the models froze today, the economy would still take decades to absorb what already exists.
Last stated a month ago
29 Jul 2026
AW
Alexandr Wang — holds since 2026-07-29 — tap for who they are
Same subject: AI has accelerated the pace of development but not the pace of business, and that mismatch will become more and more apparent. — tap to centre the map on it
AI has accelerated the pace of development but not the pace of business, and that mismatch will become more and more apparent.
Last stated 2 months ago
1 Jul 2026
KB
Kent Beck — holds since 2026-07-01 — tap for who they are
Same subject: The one safe bet about AI is that models will improve, so what a company has to build is an organisation that gets better as models get better. — tap to centre the map on it
The one safe bet about AI is that models will improve, so what a company has to build is an organisation that gets better as models get better.
Last stated 11 months ago
16 Oct 2025
DF
Dylan Field — holds since 2025-10-16 — tap for who they are
Same subject: Broad deployment of AI that can learn on the job will very likely produce rapid economic growth for some period of time. — tap to centre the map on it
Broad deployment of AI that can learn on the job will very likely produce rapid economic growth for some period of time.
Last stated 9 months ago
25 Nov 2025
IS
Ilya Sutskever — holds since 2025-11-25 — tap for who they are
Same subject: AI's business results are lagging because organisations have a low tolerance for non-determinism, not because the models are not good enough. — tap to centre the map on it
AI's business results are lagging because organisations have a low tolerance for non-determinism, not because the models are not good enough.
Last stated 6 months ago
11 Mar 2026
SY
Steve Yegge — holds since 2026-03-11 — tap for who they are
Same subject: We are already in an intelligence explosion and have been for decades, so AI will show up as more of the same exponential rather than a break in it. — tap to centre the map on it
We are already in an intelligence explosion and have been for decades, so AI will show up as more of the same exponential rather than a break in it.
Last stated 11 months ago
17 Oct 2025
AK
Andrej Karpathy — holds since 2025-10-17 — tap for who they are
Same subject: The real danger in AI-driven growth is geographic: 50% growth in and around Silicon Valley and business as usual everywhere else. — tap to centre the map on it
The real danger in AI-driven growth is geographic: 50% growth in and around Silicon Valley and business as usual everywhere else.
Last stated 7 months ago
13 Feb 2026
DA
Dario Amodei — holds since 2026-02-13 — tap for who they are
Same subject: In an AI world growth and economic value come easily; distribution, wealth and political freedom are the hard parts, and that is where policy belongs. — tap to centre the map on it
In an AI world growth and economic value come easily; distribution, wealth and political freedom are the hard parts, and that is where policy belongs.
Last stated 7 months ago
13 Feb 2026
DA
Dario Amodei — holds since 2026-02-13 — tap for who they are
Same subject: "Move fast and break things" is the wrong mantra when you are dealing with atoms; the job is to move fast and ship safely. — tap to centre the map on it
"Move fast and break things" is the wrong mantra when you are dealing with atoms; the job is to move fast and ship safely.
Last stated a month ago
3 Aug 2026
DD
Dmitri Dolgov — holds since 2026-08-03 — tap for who they are
Same subject: DeepSeek's paper was the single most important thing Silicon Valley researchers read in years. — tap to centre the map on it
DeepSeek's paper was the single most important thing Silicon Valley researchers read in years.
Last stated 8 months ago
8 Jan 2026
JH
Jensen Huang — holds since 2026-01-08 — tap for who they are
Same subject: Moonshots succeed more often than Silicon Valley's use of the word admits -- we actually got to the moon. — tap to centre the map on it
Moonshots succeed more often than Silicon Valley's use of the word admits -- we actually got to the moon.
Last stated 3 weeks ago
20 Aug 2026
MH
Max Hodak — holds since 2026-08-20 — tap for who they are
Same subject: A builder asked to addict users should leave, because there are always other jobs and no amount of money is worth tearing up the fabric of a society. — tap to centre the map on it
A builder asked to addict users should leave, because there are always other jobs and no amount of money is worth tearing up the fabric of a society.
Last stated 3 months ago
7 Jun 2026
TF
Tony Fadell — holds since 2026-06-07 — tap for who they are
Same subject: Addiction is neither a choice nor an inherited disease, but a response to pain: the question is not why the addiction, but why the pain. — tap to centre the map on it
Addiction is neither a choice nor an inherited disease, but a response to pain: the question is not why the addiction, but why the pain.
Last stated 9 years ago
5 Apr 2017
GM
Gabor Mate — holds since 2017-04-05 — tap for who they are
Same subject: An addiction is not ended by finding something better to put in its place; you do not stop a problem by replacing it. — tap to centre the map on it
An addiction is not ended by finding something better to put in its place; you do not stop a problem by replacing it.
Last stated a year ago
22 Mar 2025
TH
ThePrimeagen — holds since 2025-03-22 — tap for who they are
Same subject: A belief nobody else shares is a warning, and a belief everybody shares is also a warning; the right number of people who agree with you is small but not zero. — tap to centre the map on it
A belief nobody else shares is a warning, and a belief everybody shares is also a warning; the right number of people who agree with you is small but not zero.
Last stated a month ago
28 Jul 2026
SA
Sam Altman — holds since 2026-07-28 — tap for who they are
Same subject: A founder cannot delegate judgment: the chief executive has to make the decision that makes sense to them, however much momentum the alternative has. — tap to centre the map on it
A founder cannot delegate judgment: the chief executive has to make the decision that makes sense to them, however much momentum the alternative has.
Last stated a month ago
7 Aug 2026
MH
Max Hodak — holds since 2026-08-07 — tap for who they are
Same subject: A founder needs ambition rather than a sense of duty, because a startup is grueling enough that dutifulness will not carry anyone through it. — tap to centre the map on it
A founder needs ambition rather than a sense of duty, because a startup is grueling enough that dutifulness will not carry anyone through it.
Last stated 4 days ago
3 Sept 2026
PG
Paul Graham — holds since 2026-09-03 — 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
Economic growth from AI waits on change management, not on model capability: the work artifact and the workflow have to change first.
Last stated 12 Nov 2025 · 10 months ago
Holds SN Satya Nadella
Read this korrent →
Similar wording
The bottleneck in AI is no longer the progress of the models but their diffusion — if the models froze today, the economy would still take decades to absorb what already exists.
Last stated 29 Jul 2026 · a month ago
Holds AW Alexandr Wang
Similar wording
AI has accelerated the pace of development but not the pace of business, and that mismatch will become more and more apparent.
Last stated 1 Jul 2026 · 2 months ago
Holds KB Kent Beck
Similar wording
The one safe bet about AI is that models will improve, so what a company has to build is an organisation that gets better as models get better.
Last stated 16 Oct 2025 · 11 months ago
Holds DF Dylan Field
Similar wording
Broad deployment of AI that can learn on the job will very likely produce rapid economic growth for some period of time.
Last stated 25 Nov 2025 · 9 months ago
Holds IS Ilya Sutskever
Similar wording
AI's business results are lagging because organisations have a low tolerance for non-determinism, not because the models are not good enough.
Last stated 11 Mar 2026 · 6 months ago
Holds SY Steve Yegge
Similar wording
We are already in an intelligence explosion and have been for decades, so AI will show up as more of the same exponential rather than a break in it.
Last stated 17 Oct 2025 · 11 months ago
Holds Andrej Karpathy
Similar wording
The real danger in AI-driven growth is geographic: 50% growth in and around Silicon Valley and business as usual everywhere else.
Last stated 13 Feb 2026 · 7 months ago
Holds DA Dario Amodei
Similar wording
In an AI world growth and economic value come easily; distribution, wealth and political freedom are the hard parts, and that is where policy belongs.
Last stated 13 Feb 2026 · 7 months ago
Holds DA Dario Amodei
Same subject: Silicon Valley
"Move fast and break things" is the wrong mantra when you are dealing with atoms; the job is to move fast and ship safely.
Last stated 3 Aug 2026 · a month ago
Holds DD Dmitri Dolgov
Same subject: Silicon Valley
DeepSeek's paper was the single most important thing Silicon Valley researchers read in years.
Last stated 8 Jan 2026 · 8 months ago
Holds JH Jensen Huang
Same subject: Silicon Valley
Moonshots succeed more often than Silicon Valley's use of the word admits -- we actually got to the moon.
Last stated 20 Aug 2026 · 3 weeks ago
Holds MH Max Hodak
Same subject: Addiction
A builder asked to addict users should leave, because there are always other jobs and no amount of money is worth tearing up the fabric of a society.
Last stated 7 Jun 2026 · 3 months ago
Holds TF Tony Fadell
Same subject: Addiction
Addiction is neither a choice nor an inherited disease, but a response to pain: the question is not why the addiction, but why the pain.
Last stated 5 Apr 2017 · 9 years ago
Holds GM Gabor Mate
Same subject: Addiction
An addiction is not ended by finding something better to put in its place; you do not stop a problem by replacing it.
Last stated 22 Mar 2025 · a year ago
Holds TH ThePrimeagen
Same subject: startups
A belief nobody else shares is a warning, and a belief everybody shares is also a warning; the right number of people who agree with you is small but not zero.
Last stated 28 Jul 2026 · a month ago
Holds Sam Altman
Same subject: startups
A founder cannot delegate judgment: the chief executive has to make the decision that makes sense to them, however much momentum the alternative has.
Last stated 7 Aug 2026 · a month ago
Holds MH Max Hodak
Same subject: startups
A founder needs ambition rather than a sense of duty, because a startup is grueling enough that dutifulness will not carry anyone through it.
Last stated 3 Sept 2026 · 4 days ago
Holds Paul Graham