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← If the existence of AI forces everyone to spend a lot more just to…
17 connected korrents · 17 moments from 23 Jan 2012 to 1 Nov 2026.
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Read this korrent: If the existence of AI forces everyone to spend a lot more just to keep doing the things they were doing before, that's a net negative for productivity even if the big labs make trillions in revenue.
If the existence of AI forces everyone to spend a lot more just to keep doing the things they were doing before, that's a net negative for productivity even if the big labs make trillions in revenue.
Last stated a week ago
26 Oct 2026
NS
Noah Smith — holds since 2026-10-26 — tap for who they are
Same subject: A lab under real commercial pressure cannot fool itself about whether AI makes it productive, because the output is a model launch every few months. — tap to centre the map on it
A lab under real commercial pressure cannot fool itself about whether AI makes it productive, because the output is a model launch every few months.
Last stated 9 months ago
13 Feb 2026
DA
Dario Amodei — holds since 2026-02-13 — tap for who they are
Same subject: The impact of AI is comparable to adding highly capable coworkers. — tap to centre the map on it
The impact of AI is comparable to adding highly capable coworkers.
Last stated 4 weeks ago
3 Oct 2026
DH
David Heinemeier Hansson — holds since 2026-10-03 — tap for who they are
Same subject: AI is creating user surplus and capital deepening, even if it is not yet showing up in TFP data. — tap to centre the map on it
AI is creating user surplus and capital deepening, even if it is not yet showing up in TFP data.
Last stated 4 weeks ago
5 Oct 2026
BD
Brad DeLong — holds since 2026-10-05 — tap for who they are
Same subject: An AI as good as a top researcher will not be priced like one, because it competes against the other labs rather than against humans. — tap to centre the map on it
An AI as good as a top researcher will not be priced like one, because it competes against the other labs rather than against humans.
Last stated a year ago
15 Aug 2025
CH
Casey Handmer — holds since 2025-08-15 — tap for who they are
Same subject: AI's productivity benefit depends on the total effort of generating, reviewing, and repairing its output, not on generation speed alone. — tap to centre the map on it
AI's productivity benefit depends on the total effort of generating, reviewing, and repairing its output, not on generation speed alone.
Last stated 2 weeks ago
16 Oct 2026
JN
Jakob Nielsen — holds since 2026-10-16 — tap for who they are
Same subject: Using AI-related job losses as a measure of AI's contribution to productivity gains is an incorrect approach. — tap to centre the map on it
Using AI-related job losses as a measure of AI's contribution to productivity gains is an incorrect approach.
Last stated yesterday
1 Nov 2026
NS
Noah Smith — holds since 2026-11-01 — 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 2 months ago
26 Aug 2026
CM
Casey Muratori — holds since 2026-08-26 — tap for who they are
Same subject: The massive AI build-out is the right thing to be doing, and the only thing that will slow it is supply. — tap to centre the map on it
The massive AI build-out is the right thing to be doing, and the only thing that will slow it is supply.
Last stated 5 months ago
18 Jun 2026
LT
Lip-Bu Tan — holds since 2026-06-18 — tap for who they are
Same subject: A CEO cannot be a calibrated interviewer for every role, so insisting on interviewing every candidate makes hiring worse rather than better. — tap to centre the map on it
A CEO cannot be a calibrated interviewer for every role, so insisting on interviewing every candidate makes hiring worse rather than better.
Last stated 2 years ago
17 Dec 2024
CM
Charity Majors — holds since 2024-12-17 — tap for who they are
Same subject: A company hiring a designer is not hiring a politician or spokesperson, so it should just get into the design work. — tap to centre the map on it
A company hiring a designer is not hiring a politician or spokesperson, so it should just get into the design work.
Last stated a month ago
29 Sept 2026
DM
Danny Martinez — holds since 2026-09-29 — tap for who they are
Same subject: A company is not sensitive to the few thousand dollars a candidate is afraid to ask for, because the fully-loaded cost of employing them dwarfs it. — tap to centre the map on it
A company is not sensitive to the few thousand dollars a candidate is afraid to ask for, because the fully-loaded cost of employing them dwarfs it.
Last stated 15 years ago
23 Jan 2012
PM
Patrick McKenzie — holds since 2012-01-23 — tap for who they are
Same subject: A PHP vulnerability found with GPT-5.6 Sol will cause havoc this week. — tap to centre the map on it
A PHP vulnerability found with GPT-5.6 Sol will cause havoc this week.
Last stated 2 weeks ago
21 Oct 2026
PS
Peter Steinberger — holds since 2026-10-21 — tap for who they are
Same subject: A startup should not begin life as a nonprofit and bolt a for-profit arm on later, whatever OpenAI's own history suggests. — tap to centre the map on it
A startup should not begin life as a nonprofit and bolt a for-profit arm on later, whatever OpenAI's own history suggests.
Last stated 3 years ago
18 Mar 2024
SA
Sam Altman — holds since 2024-03-18 — tap for who they are
Same subject: Advertising was a necessary phase for the internet but a momentary industry, and an AI people pay for is better because they know the answers are not influenced by advertisers. — tap to centre the map on it
Advertising was a necessary phase for the internet but a momentary industry, and an AI people pay for is better because they know the answers are not influenced by advertisers.
Last stated 3 years ago
18 Mar 2024
SA
Sam Altman — holds since 2024-03-18 — tap for who they are
Same subject: "Scaling" was powerful because it was one word: naming a research direction is what tells a whole field what to do next. — tap to centre the map on it
"Scaling" was powerful because it was one word: naming a research direction is what tells a whole field what to do next.
Last stated 11 months ago
25 Nov 2025
IS
Ilya Sutskever — holds since 2025-11-25 — tap for who they are
Same subject: A benchmark result should be reported under a stated budget, or as a curve against test-time compute — never as a single number. — tap to centre the map on it
A benchmark result should be reported under a stated budget, or as a curve against test-time compute — never as a single number.
Last stated 4 months ago
26 Jun 2026
NB
Noam Brown — holds since 2026-06-26 — tap for who they are
Same subject: A lab should spend most of its compute on research rather than on building the next model, because research is where the tenfold yearly efficiency gains come from. — tap to centre the map on it
A lab should spend most of its compute on research rather than on building the next model, because research is where the tenfold yearly efficiency gains come from.
Last stated 8 months ago
13 Mar 2026
DP
Dylan Patel — holds since 2026-03-13 — 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 2012 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
At the centre
If the existence of AI forces everyone to spend a lot more just to keep doing the things they were doing before, that's a net negative for productivity even if the big labs make trillions in revenue.
Last stated 26 Oct 2026 · a week ago
Holds Noah Smith
Read this korrent →
Similar wording
A lab under real commercial pressure cannot fool itself about whether AI makes it productive, because the output is a model launch every few months.
Last stated 13 Feb 2026 · 9 months ago
Holds Dario Amodei
Similar wording
The impact of AI is comparable to adding highly capable coworkers.
Last stated 3 Oct 2026 · 4 weeks ago
Holds David Heinemeier Hansson
Similar wording
AI is creating user surplus and capital deepening, even if it is not yet showing up in TFP data.
Last stated 5 Oct 2026 · 4 weeks ago
Holds Brad DeLong
Similar wording
An AI as good as a top researcher will not be priced like one, because it competes against the other labs rather than against humans.
Last stated 15 Aug 2025 · a year ago
Holds Casey Handmer
Similar wording
AI's productivity benefit depends on the total effort of generating, reviewing, and repairing its output, not on generation speed alone.
Last stated 16 Oct 2026 · 2 weeks ago
Holds Jakob Nielsen
Similar wording
Using AI-related job losses as a measure of AI's contribution to productivity gains is an incorrect approach.
Last stated 1 Nov 2026 · yesterday
Holds Noah Smith
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 · 2 months ago
Holds Casey Muratori
Similar wording
The massive AI build-out is the right thing to be doing, and the only thing that will slow it is supply.
Last stated 18 Jun 2026 · 5 months ago
Holds Lip-Bu Tan
Same subject: hiring
A CEO cannot be a calibrated interviewer for every role, so insisting on interviewing every candidate makes hiring worse rather than better.
Last stated 17 Dec 2024 · 2 years ago
Holds Charity Majors
Same subject: hiring
A company hiring a designer is not hiring a politician or spokesperson, so it should just get into the design work.
Last stated 29 Sept 2026 · a month ago
Holds Danny Martinez
Same subject: hiring
A company is not sensitive to the few thousand dollars a candidate is afraid to ask for, because the fully-loaded cost of employing them dwarfs it.
Last stated 23 Jan 2012 · 15 years ago
Holds Patrick McKenzie
Same subject: OpenAI
A PHP vulnerability found with GPT-5.6 Sol will cause havoc this week.
Last stated 21 Oct 2026 · 2 weeks ago
Holds Peter Steinberger
Same subject: OpenAI
A startup should not begin life as a nonprofit and bolt a for-profit arm on later, whatever OpenAI's own history suggests.
Last stated 18 Mar 2024 · 3 years ago
Holds Sam Altman
Same subject: OpenAI
Advertising was a necessary phase for the internet but a momentary industry, and an AI people pay for is better because they know the answers are not influenced by advertisers.
Last stated 18 Mar 2024 · 3 years ago
Holds Sam Altman
Same subject: scaling laws
"Scaling" was powerful because it was one word: naming a research direction is what tells a whole field what to do next.
Last stated 25 Nov 2025 · 11 months ago
Holds Ilya Sutskever
Same subject: scaling laws
A benchmark result should be reported under a stated budget, or as a curve against test-time compute — never as a single number.
Last stated 26 Jun 2026 · 4 months ago
Holds Noam Brown
Same subject: scaling laws
A lab should spend most of its compute on research rather than on building the next model, because research is where the tenfold yearly efficiency gains come from.
Last stated 13 Mar 2026 · 8 months ago
Holds Dylan Patel