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← Engineering is probably one of the areas where jobs have most visibly been transformed by AI.
17 connected korrents · 16 moments from 18 Mar 2024 to 27 Sept 2026. Nearly all of them are about AI and jobs .
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scaling laws
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Read this korrent: Engineering is probably one of the areas where jobs have most visibly been transformed by AI.
Engineering is probably one of the areas where jobs have most visibly been transformed by AI.
Last stated 5 days ago
27 Sept 2026
MG
Molly Graham — holds since 2026-09-27 — tap for who they are
Same subject: AI is dramatically changing how people work and is here to stay. — tap to centre the map on it
AI is dramatically changing how people work and is here to stay.
Last stated 4 weeks ago
2 Sept 2026
SK
Steve Klabnik — holds since 2026-09-02 — 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 12 months ago
16 Oct 2025
DF
Dylan Field — holds since 2025-10-16 — tap for who they are
Same subject: AI has made individuals capable enough that the boundaries between engineer, designer, researcher and product manager should be dissolved. — tap to centre the map on it
AI has made individuals capable enough that the boundaries between engineer, designer, researcher and product manager should be dissolved.
Last stated a year ago
21 Sept 2025
JZ
Julie Zhuo — holds since 2025-09-21 — 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 4 weeks ago
7 Sept 2026
NS
Noah Smith — holds since 2026-09-07 — tap for who they are
Same subject: AI marketed as a pure augmenting 'tool' will end up automating jobs anyway, since firms control how it's used. — tap to centre the map on it
AI marketed as a pure augmenting 'tool' will end up automating jobs anyway, since firms control how it's used.
Last stated 5 months ago
13 May 2026
JS
Jasmine Sun — holds since 2026-05-13 — tap for who they are
Same subject: AI is not taking the jobs people wanted; it is taking the jobs nobody wanted and the careers of everyone who is merely average. — tap to centre the map on it
AI is not taking the jobs people wanted; it is taking the jobs nobody wanted and the careers of everyone who is merely average.
Last stated 9 months ago
1 Jan 2026
JL
Jason Lemkin — holds since 2026-01-01 — tap for who they are
Same subject: As AI writes more of the code, an engineer's job shifts away from expressing logic in a language and towards articulating high-level trade-offs. — tap to centre the map on it
As AI writes more of the code, an engineer's job shifts away from expressing logic in a language and towards articulating high-level trade-offs.
Last stated 5 months ago
22 Apr 2026
MK
Martin Kleppmann — holds since 2026-04-22 — tap for who they are
Same subject: People will find new kinds of useful work as AI advances, though it will not resemble the jobs of today. — tap to centre the map on it
People will find new kinds of useful work as AI advances, though it will not resemble the jobs of today.
Last stated 2 years ago
9 Feb 2025
SA
Sam Altman — holds since 2025-02-09 — 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 10 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 3 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 7 months ago
13 Mar 2026
DP
Dylan Patel — holds since 2026-03-13 — 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: A technique that lets an AI model's reasoning shift outside its visible Chain of Thought is dangerous, both because it works and because a leading lab is willing to deploy it. — tap to centre the map on it
A technique that lets an AI model's reasoning shift outside its visible Chain of Thought is dangerous, both because it works and because a leading lab is willing to deploy it.
Last stated 4 weeks ago
3 Sept 2026
ZM
Zvi Mowshowitz — holds since 2026-09-03 — 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: A CEO who sends out an AI-written strategy memo is modelling that it is fine to outsource thinking and strategy. — tap to centre the map on it
A CEO who sends out an AI-written strategy memo is modelling that it is fine to outsource thinking and strategy.
Last stated 5 days ago
27 Sept 2026
MG
Molly Graham — holds since 2026-09-27 — tap for who they are
Same subject: A stream of AI-written papers with any error rate at all becomes insufferable, because finding the error costs more than the paper is worth even at ninety-nine percent. — tap to centre the map on it
A stream of AI-written papers with any error rate at all becomes insufferable, because finding the error costs more than the paper is worth even at ninety-nine percent.
Last stated 3 months ago
30 Jun 2026
GS
Grant Sanderson — holds since 2026-06-30 — tap for who they are
Same subject: AI can now produce in minutes work that used to take weeks to build. — tap to centre the map on it
AI can now produce in minutes work that used to take weeks to build.
Last stated 4 months ago
26 May 2026
CB
Carlos Alexandro Becker — holds since 2026-05-26 — 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 2015 to today — full is today a face: someone who holds the claim — tap it for who they are
At the centre
Engineering is probably one of the areas where jobs have most visibly been transformed by AI.
Last stated 27 Sept 2026 · 5 days ago
Holds Molly Graham
Read this korrent →
Similar wording
AI is dramatically changing how people work and is here to stay.
Last stated 2 Sept 2026 · 4 weeks ago
Holds Steve Klabnik
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 · 12 months ago
Holds Dylan Field
Similar wording
AI has made individuals capable enough that the boundaries between engineer, designer, researcher and product manager should be dissolved.
Last stated 21 Sept 2025 · a year ago
Holds Julie Zhuo
Similar wording
Many occupations will eventually be mostly replaced by AI, but humans will still have plenty to do.
Last stated 7 Sept 2026 · 4 weeks ago
Holds Noah Smith
Similar wording
AI marketed as a pure augmenting 'tool' will end up automating jobs anyway, since firms control how it's used.
Last stated 13 May 2026 · 5 months ago
Holds Jasmine Sun
Similar wording
AI is not taking the jobs people wanted; it is taking the jobs nobody wanted and the careers of everyone who is merely average.
Last stated 1 Jan 2026 · 9 months ago
Holds Jason Lemkin
Similar wording
As AI writes more of the code, an engineer's job shifts away from expressing logic in a language and towards articulating high-level trade-offs.
Last stated 22 Apr 2026 · 5 months ago
Holds Martin Kleppmann
Similar wording
People will find new kinds of useful work as AI advances, though it will not resemble the jobs of today.
Last stated 9 Feb 2025 · 2 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 · 10 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 · 3 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 · 7 months ago
Holds Dylan Patel
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
A technique that lets an AI model's reasoning shift outside its visible Chain of Thought is dangerous, both because it works and because a leading lab is willing to deploy it.
Last stated 3 Sept 2026 · 4 weeks ago
Holds Zvi Mowshowitz
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: AI writing
A CEO who sends out an AI-written strategy memo is modelling that it is fine to outsource thinking and strategy.
Last stated 27 Sept 2026 · 5 days ago
Holds Molly Graham
Same subject: AI writing
A stream of AI-written papers with any error rate at all becomes insufferable, because finding the error costs more than the paper is worth even at ninety-nine percent.
Last stated 30 Jun 2026 · 3 months ago
Holds Grant Sanderson
Same subject: AI writing
AI can now produce in minutes work that used to take weeks to build.
Last stated 26 May 2026 · 4 months ago
Holds Carlos Alexandro Becker