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← Whether AI will transform the economy is still unsettled, with little…
17 connected korrents · 16 moments on record from 5 Nov 2019 to 15 Sept 2026.
Everything filed under LLMs
LLMs
Everything filed under AI and jobs
AI and jobs
Everything filed under measuring intelligence
measuring intelligence
Everything filed under mathematics
mathematics
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Read this korrent: Whether AI will transform the economy is still unsettled, with little evidence so far of massive job losses or soaring productivity growth
Whether AI will transform the economy is still unsettled, with little evidence so far of massive job losses or soaring productivity growth
Last stated today
15 Sept 2026
PK
Paul Krugman — holds since 2026-09-15 — tap for who they are
Same subject: Economic growth from AI waits on change management, not on model capability: the work artifact and the workflow have to change first. — tap to centre the map on it
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: 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 12 months ago
25 Sept 2025
AK
Andrej Karpathy — holds since 2025-09-25 — tap for who they are
Same subject: The absence of a visible productivity jump from AI proves nothing, because a real ten percent uplift across the board would be impressive and almost invisible from outside. — tap to centre the map on it
The absence of a visible productivity jump from AI proves nothing, because a real ten percent uplift across the board would be impressive and almost invisible from outside.
Last stated 3 weeks ago
26 Aug 2026
CM
Casey Muratori — holds since 2026-08-26 — 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: 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 10 months ago
25 Nov 2025
IS
Ilya Sutskever — holds since 2025-11-25 — tap for who they are
Same subject: The software job losses of the past few years were caused more by the end of zero-interest-rate money and the post-COVID crash than by AI. — tap to centre the map on it
The software job losses of the past few years were caused more by the end of zero-interest-rate money and the post-COVID crash than by AI.
Last stated 2 months ago
29 Jul 2026
HW
Hillel Wayne — holds since 2026-07-29 — tap for who they are
Same subject: There is no private evidence behind frontier-lab confidence in fast AI progress; the evidence is public and outsiders have simply not absorbed it. — tap to centre the map on it
There is no private evidence behind frontier-lab confidence in fast AI progress; the evidence is public and outsiders have simply not absorbed it.
Last stated 2 years ago
20 Dec 2024
MB
Miles Brundage — holds since 2024-12-20 — tap for who they are
Same subject: It would be disappointing and surprising if the next five years of AI progress in mathematics produced no economically valuable improvements traceable to it. — tap to centre the map on it
It would be disappointing and surprising if the next five years of AI progress in mathematics produced no economically valuable improvements traceable to it.
Last stated 3 months ago
30 Jun 2026
GS
Grant Sanderson — holds since 2026-06-30 — tap for who they are
Same subject: A company must cut half its engineers to pay for the other half's tokens, and that is what the layoffs are actually about. — tap to centre the map on it
A company must cut half its engineers to pay for the other half's tokens, and that is what the layoffs are actually about.
Last stated 6 months ago
11 Mar 2026
SY
Steve Yegge — holds since 2026-03-11 — tap for who they are
Same subject: A productivity improvement means fewer people doing the same job, and that should be said plainly by the people defending it as good. — tap to centre the map on it
A productivity improvement means fewer people doing the same job, and that should be said plainly by the people defending it as good.
Last stated 3 weeks ago
26 Aug 2026
DH
David Heinemeier Hansson — holds since 2026-08-26 — tap for who they are
Same subject: A universal basic income is a dangerous power-sharing arrangement, because it puts everyone's basic needs at the mercy of whoever holds office. — tap to centre the map on it
A universal basic income is a dangerous power-sharing arrangement, because it puts everyone's basic needs at the mercy of whoever holds office.
Last stated 3 months ago
4 Jun 2026
AI
Alex Imas — holds since 2026-06-04 — 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 2 months ago
15 Jul 2026
DH
Dex Horthy — holds since 2026-07-15 — tap for who they are
Same subject: A child who has seen ten cats learns what a machine needs the whole internet of cat photos for, by a learning pathway nobody has solved. — tap to centre the map on it
A child who has seen ten cats learns what a machine needs the whole internet of cat photos for, by a learning pathway nobody has solved.
Last stated a month ago
10 Aug 2026
FL
Fei-Fei Li — holds since 2026-08-10 — tap for who they are
Same subject: A frontier model is measurably more intelligent with no system prompt at all; the prompts that remain are there for the product, not the model. — tap to centre the map on it
A frontier model is measurably more intelligent with no system prompt at all; the prompts that remain are there for the product, not the model.
Last stated 2 months ago
27 Jul 2026
BC
Boris Cherny — holds since 2026-07-27 — tap for who they are
Same subject: If intelligence is the process of acquiring skills, no single task demonstrates intelligence unless it is a meta-task of skill-acquisition across many tasks. — tap to centre the map on it
If intelligence is the process of acquiring skills, no single task demonstrates intelligence unless it is a meta-task of skill-acquisition across many tasks.
Last stated 7 years ago
5 Nov 2019
FC
François Chollet — holds since 2019-11-05 — tap for who they are
Same subject: Language models are already a form of AGI; what the labs are chasing is a further step, not the arrival of general intelligence. — tap to centre the map on it
Language models are already a form of AGI; what the labs are chasing is a further step, not the arrival of general intelligence.
Last stated 2 years ago
3 Feb 2025
NL
Nathan Lambert — holds since 2025-02-03 — tap for who they are
Same subject: Solely measuring skill at any given task falls short of measuring intelligence, because skill is heavily modulated by prior knowledge and experience. — tap to centre the map on it
Solely measuring skill at any given task falls short of measuring intelligence, because skill is heavily modulated by prior knowledge and experience.
Last stated 7 years ago
5 Nov 2019
FC
François Chollet — holds since 2019-11-05 — 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
Whether AI will transform the economy is still unsettled, with little evidence so far of massive job losses or soaring productivity growth
Last stated 15 Sept 2026 · today
Holds PK Paul Krugman
Read this korrent →
Similar wording
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
Similar wording
Most current predictions about AI's imminent impact on the job market are naive.
Last stated 25 Sept 2025 · 12 months ago
Holds Andrej Karpathy
Similar wording
The absence of a visible productivity jump from AI proves nothing, because a real ten percent uplift across the board would be impressive and almost invisible from outside.
Last stated 26 Aug 2026 · 3 weeks ago
Holds CM Casey Muratori
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
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 · 10 months ago
Holds IS Ilya Sutskever
Similar wording
The software job losses of the past few years were caused more by the end of zero-interest-rate money and the post-COVID crash than by AI.
Last stated 29 Jul 2026 · 2 months ago
Holds HW Hillel Wayne
Similar wording
There is no private evidence behind frontier-lab confidence in fast AI progress; the evidence is public and outsiders have simply not absorbed it.
Last stated 20 Dec 2024 · 2 years ago
Holds MB Miles Brundage
Similar wording
It would be disappointing and surprising if the next five years of AI progress in mathematics produced no economically valuable improvements traceable to it.
Last stated 30 Jun 2026 · 3 months ago
Holds GS Grant Sanderson
Same subject: AI and jobs
A company must cut half its engineers to pay for the other half's tokens, and that is what the layoffs are actually about.
Last stated 11 Mar 2026 · 6 months ago
Holds SY Steve Yegge
Same subject: AI and jobs
A productivity improvement means fewer people doing the same job, and that should be said plainly by the people defending it as good.
Last stated 26 Aug 2026 · 3 weeks ago
Holds David Heinemeier Hansson
Same subject: AI and jobs
A universal basic income is a dangerous power-sharing arrangement, because it puts everyone's basic needs at the mercy of whoever holds office.
Last stated 4 Jun 2026 · 3 months ago
Holds AI Alex Imas
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 · 2 months ago
Holds DH Dex Horthy
Same subject: LLMs
A child who has seen ten cats learns what a machine needs the whole internet of cat photos for, by a learning pathway nobody has solved.
Last stated 10 Aug 2026 · a month ago
Holds FL Fei-Fei Li
Same subject: LLMs
A frontier model is measurably more intelligent with no system prompt at all; the prompts that remain are there for the product, not the model.
Last stated 27 Jul 2026 · 2 months ago
Holds Boris Cherny
Same subject: measuring intelligence
If intelligence is the process of acquiring skills, no single task demonstrates intelligence unless it is a meta-task of skill-acquisition across many tasks.
Last stated 5 Nov 2019 · 7 years ago
Holds François Chollet
Same subject: measuring intelligence
Language models are already a form of AGI; what the labs are chasing is a further step, not the arrival of general intelligence.
Last stated 3 Feb 2025 · 2 years ago
Holds NL Nathan Lambert
Same subject: measuring intelligence
Solely measuring skill at any given task falls short of measuring intelligence, because skill is heavily modulated by prior knowledge and experience.
Last stated 5 Nov 2019 · 7 years ago
Holds François Chollet