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← The useful question about AI and work is not what percentage of jobs…
17 connected korrents · 15 moments on record from 10 Nov 2023 to 7 Sept 2026.
Everything filed under energy
energy
Everything filed under infrastructure
infrastructure
Everything filed under AI and jobs
AI and jobs
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politics
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mathematics
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Read this korrent: The useful question about AI and work is not what percentage of jobs it will replace but what percentage of tasks it will do, over ever-longer time horizons.
The useful question about AI and work is not what percentage of jobs it will replace but what percentage of tasks it will do, over ever-longer time horizons.
Last stated 2 years ago
18 Mar 2024
SA
Sam Altman — holds since 2024-03-18 — tap for who they are
Same subject: Jobs will not be replaced outright: AIs will take most of the volume while humans supervise teams of them and handle the rest. — tap to centre the map on it
Jobs will not be replaced outright: AIs will take most of the volume while humans supervise teams of them and handle the rest.
Last stated 11 months ago
17 Oct 2025
AK
Andrej Karpathy — holds since 2025-10-17 — tap for who they are
Same subject: Many occupations will eventually be mostly replaced by AI, but humans will still have plenty to do. — tap to centre the map on it
Many occupations will eventually be mostly replaced by AI, but humans will still have plenty to do.
Last stated yesterday
7 Sept 2026
NS
Noah Smith — holds since 2026-09-07 — tap for who they are
Same subject: AI does not remove a job so much as change what it consists of, and knowing exactly where a model's capabilities stop is now part of being a good engineer. — tap to centre the map on it
AI does not remove a job so much as change what it consists of, and knowing exactly where a model's capabilities stop is now part of being a good engineer.
Last stated 11 months ago
16 Oct 2025
DF
Dylan Field — holds since 2025-10-16 — tap for who they are
Same subject: The question to answer about AI infrastructure is not what you do in the next five years but what you do for the next fifty. — tap to centre the map on it
The question to answer about AI infrastructure is not what you do in the next five years but what you do for the next fifty.
Last stated 10 months ago
12 Nov 2025
SN
Satya Nadella — holds since 2025-11-12 — tap for who they are
Same subject: AI will eliminate many millions of jobs within the next few years, and that disruption will shape the politics of everything else about AI. — tap to centre the map on it
AI will eliminate many millions of jobs within the next few years, and that disruption will shape the politics of everything else about AI.
Last stated 2 years ago
15 Feb 2025
MB
Miles Brundage — holds since 2025-02-15 — tap for who they are
Same subject: David Ricardo's prediction that the machines would take those jobs was exactly right, and he would still be astonished by today's employment rate. — tap to centre the map on it
David Ricardo's prediction that the machines would take those jobs was exactly right, and he would still be astonished by today's employment rate.
Last stated 3 months ago
4 Jun 2026
AI
Alex Imas — holds since 2026-06-04 — tap for who they are
Same subject: AI could displace half of all entry-level white-collar jobs within one to five years, even while it accelerates economic growth. — tap to centre the map on it
AI could displace half of all entry-level white-collar jobs within one to five years, even while it accelerates economic growth.
Last stated 8 months ago
1 Jan 2026
DA
Dario Amodei — holds since 2026-01-01 — tap for who they are
Same subject: Within a decade AI will do the bulk of what mathematicians spend their time on, and we will discover that was never the important part of the job. — tap to centre the map on it
Within a decade AI will do the bulk of what mathematicians spend their time on, and we will discover that was never the important part of the job.
Last stated 6 months ago
20 Mar 2026
TT
Terence Tao — holds since 2026-03-20 — tap for who they are
Same subject: "Food from thin air" is not from thin air: it runs on water, minerals, ammonia and industrial plant. — tap to centre the map on it
"Food from thin air" is not from thin air: it runs on water, minerals, ammonia and industrial plant.
Last stated 2 months ago
30 Jun 2026
CS
Chris Smaje — holds since 2026-06-30 — tap for who they are
Same subject: A good tool raises the floor of what people can build without lowering the ceiling, and almost every tool quietly lowers the ceiling. — tap to centre the map on it
A good tool raises the floor of what people can build without lowering the ceiling, and almost every tool quietly lowers the ceiling.
Last stated 12 months ago
18 Sept 2025
TL
Tobias Lütke — holds since 2025-09-18 — tap for who they are
Same subject: A government taking a stake in its chipmaker is ordinary infrastructure policy — Taiwan, Japan and Singapore all did it. — tap to centre the map on it
A government taking a stake in its chipmaker is ordinary infrastructure policy — Taiwan, Japan and Singapore all did it.
Last stated 3 months ago
18 Jun 2026
LT
Lip-Bu Tan — holds since 2026-06-18 — tap for who they are
Same subject: A country outside the AI supply chain should just buy the index — which works only in the world where AI ends up commoditised rather than concentrated. — tap to centre the map on it
A country outside the AI supply chain should just buy the index — which works only in the world where AI ends up commoditised rather than concentrated.
Last stated 3 months ago
4 Jun 2026
AI
Alex Imas — holds since 2026-06-04 — tap for who they are
Same subject: A future of constrained energy will need more people working the land, and that is not the same as going back to the past. — tap to centre the map on it
A future of constrained energy will need more people working the land, and that is not the same as going back to the past.
Last stated 2 months ago
30 Jun 2026
CS
Chris Smaje — holds since 2026-06-30 — tap for who they are
Same subject: A handful of AI agents is not a handful of colleagues, because agents agree with you constantly and colleagues tell you where you are wrong. — tap to centre the map on it
A handful of AI agents is not a handful of colleagues, because agents agree with you constantly and colleagues tell you where you are wrong.
Last stated 6 months ago
22 Mar 2026
NF
Nicole Forsgren — holds since 2026-03-22 — tap for who they are
Same subject: Delay in permitting clean energy kills more Americans every year than the September 11 attacks did. — tap to centre the map on it
Delay in permitting clean energy kills more Americans every year than the September 11 attacks did.
Last stated 3 years ago
10 Nov 2023
CH
Casey Handmer — holds since 2023-11-10 — tap for who they are
Same subject: Environmental permitting now causes more environmental harm than it prevents, because what it delays is the clean thing replacing the dirty one. — tap to centre the map on it
Environmental permitting now causes more environmental harm than it prevents, because what it delays is the clean thing replacing the dirty one.
Last stated 3 years ago
10 Nov 2023
CH
Casey Handmer — holds since 2023-11-10 — tap for who they are
Same subject: Getting a data centre permitted in the empty middle of America is far easier than putting one in orbit. — tap to centre the map on it
Getting a data centre permitted in the empty middle of America is far easier than putting one in orbit.
Last stated 6 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 2015 to today — full is today a face: someone on record holding the claim — tap it for who they are
At the centre
The useful question about AI and work is not what percentage of jobs it will replace but what percentage of tasks it will do, over ever-longer time horizons.
Last stated 18 Mar 2024 · 2 years ago
Holds Sam Altman
Read this korrent →
Similar wording
Jobs will not be replaced outright: AIs will take most of the volume while humans supervise teams of them and handle the rest.
Last stated 17 Oct 2025 · 11 months ago
Holds Andrej Karpathy
Similar wording
Many occupations will eventually be mostly replaced by AI, but humans will still have plenty to do.
Last stated 7 Sept 2026 · yesterday
Holds Noah Smith
Similar wording
AI does not remove a job so much as change what it consists of, and knowing exactly where a model's capabilities stop is now part of being a good engineer.
Last stated 16 Oct 2025 · 11 months ago
Holds DF Dylan Field
Similar wording
The question to answer about AI infrastructure is not what you do in the next five years but what you do for the next fifty.
Last stated 12 Nov 2025 · 10 months ago
Holds SN Satya Nadella
Similar wording
AI will eliminate many millions of jobs within the next few years, and that disruption will shape the politics of everything else about AI.
Last stated 15 Feb 2025 · 2 years ago
Holds MB Miles Brundage
Similar wording
David Ricardo's prediction that the machines would take those jobs was exactly right, and he would still be astonished by today's employment rate.
Last stated 4 Jun 2026 · 3 months ago
Holds AI Alex Imas
Similar wording
AI could displace half of all entry-level white-collar jobs within one to five years, even while it accelerates economic growth.
Last stated 1 Jan 2026 · 8 months ago
Holds DA Dario Amodei
Similar wording
Within a decade AI will do the bulk of what mathematicians spend their time on, and we will discover that was never the important part of the job.
Last stated 20 Mar 2026 · 6 months ago
Holds TT Terence Tao
Same subject: infrastructure
"Food from thin air" is not from thin air: it runs on water, minerals, ammonia and industrial plant.
Last stated 30 Jun 2026 · 2 months ago
Holds CS Chris Smaje
Same subject: infrastructure
A good tool raises the floor of what people can build without lowering the ceiling, and almost every tool quietly lowers the ceiling.
Last stated 18 Sept 2025 · 12 months ago
Holds Tobias Lütke
Same subject: infrastructure
A government taking a stake in its chipmaker is ordinary infrastructure policy — Taiwan, Japan and Singapore all did it.
Last stated 18 Jun 2026 · 3 months ago
Holds LT Lip-Bu Tan
Same subject: energy
A country outside the AI supply chain should just buy the index — which works only in the world where AI ends up commoditised rather than concentrated.
Last stated 4 Jun 2026 · 3 months ago
Holds AI Alex Imas
Same subject: energy
A future of constrained energy will need more people working the land, and that is not the same as going back to the past.
Last stated 30 Jun 2026 · 2 months ago
Holds CS Chris Smaje
Same subject: energy
A handful of AI agents is not a handful of colleagues, because agents agree with you constantly and colleagues tell you where you are wrong.
Last stated 22 Mar 2026 · 6 months ago
Holds NF Nicole Forsgren
Same subject: permitting
Delay in permitting clean energy kills more Americans every year than the September 11 attacks did.
Last stated 10 Nov 2023 · 3 years ago
Holds CH Casey Handmer
Same subject: permitting
Environmental permitting now causes more environmental harm than it prevents, because what it delays is the clean thing replacing the dirty one.
Last stated 10 Nov 2023 · 3 years ago
Holds CH Casey Handmer
Same subject: permitting
Getting a data centre permitted in the empty middle of America is far easier than putting one in orbit.
Last stated 13 Mar 2026 · 6 months ago
Holds DP Dylan Patel