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← AI can supply the instruction and the feedback in a practice loop, but…
17 connected korrents · 15 moments on record from 2 Sept 2023 to 31 Aug 2026.
Everything filed under AI and jobs
AI and jobs
Everything filed under education
education
Everything filed under hiring
hiring
Everything filed under design
design
Everything filed under AI and human skill
AI and human skill
Everything filed under mathematics
mathematics
Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject
Read this korrent: AI can supply the instruction and the feedback in a practice loop, but it cannot supply the middle step, which is doing the work.
AI can supply the instruction and the feedback in a practice loop, but it cannot supply the middle step, which is doing the work.
Last stated 2 months ago
22 Jul 2026
SY
Scott H. Young — holds since 2026-07-22 — tap for who they are
Same subject: AI helps exactly as far as the work is predictable and well documented, and stops helping on anything cutting edge. — tap to centre the map on it
AI helps exactly as far as the work is predictable and well documented, and stops helping on anything cutting edge.
Last stated a year ago
22 Mar 2025
TH
ThePrimeagen — holds since 2025-03-22 — tap for who they are
Same subject: You cannot learn from work you did not do yourself. — tap to centre the map on it
You cannot learn from work you did not do yourself.
Last stated 2 months ago
22 Jul 2026
SY
Scott H. Young — holds since 2026-07-22 — tap for who they are
Same subject: This is the golden age of the junior programmer, because AI is an amplifier and the people learning quickly get amplified most. — tap to centre the map on it
This is the golden age of the junior programmer, because AI is an amplifier and the people learning quickly get amplified most.
Last stated 5 months ago
7 Apr 2026
KB
Kent Beck — holds since 2026-04-07 — 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: AI does a good job of generating a design and still cannot express what the design is supposed to do; that part is the engineer's. — tap to centre the map on it
AI does a good job of generating a design and still cannot express what the design is supposed to do; that part is the engineer's.
Last stated a month ago
29 Jul 2026
HW
Hillel Wayne — holds since 2026-07-29 — tap for who they are
Same subject: AI can be a shortcut around thinking or a way of thinking more rigorously, and for your core job function only the second one is wanted. — tap to centre the map on it
AI can be a shortcut around thinking or a way of thinking more rigorously, and for your core job function only the second one is wanted.
Last stated 4 weeks ago
12 Aug 2026
CM
Charity Majors — holds since 2026-08-12 — tap for who they are
Same subject: An end-to-end self-improving AI is probably possible, but it is not even desirable, because it is a hard-takeoff scenario. — tap to centre the map on it
An end-to-end self-improving AI is probably possible, but it is not even desirable, because it is a hard-takeoff scenario.
Last stated a year ago
23 Jul 2025
DH
Demis Hassabis — holds since 2025-07-23 — tap for who they are
Same subject: What AI still cannot do in mathematics is build cumulatively on partial progress; it is trial, error and brute force rather than an idea improving through use. — tap to centre the map on it
What AI still cannot do in mathematics is build cumulatively on partial progress; it is trial, error and brute force rather than an idea improving through use.
Last stated 6 months ago
20 Mar 2026
TT
Terence Tao — holds since 2026-03-20 — 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 2 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: 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: A puzzle whose categories can only be seen by the broadly educated is elitist by construction. — tap to centre the map on it
A puzzle whose categories can only be seen by the broadly educated is elitist by construction.
Last stated 3 years ago
2 Sept 2023
RK
Raph Koster — holds since 2023-09-02 — tap for who they are
Same subject: A school should be judged on how fast its students are learning, not on how much they already know when measured. — tap to centre the map on it
A school should be judged on how fast its students are learning, not on how much they already know when measured.
Last stated a week ago
31 Aug 2026
JL
Joe Liemandt — holds since 2026-08-31 — tap for who they are
Same subject: A worked example whose scaffolding is progressively removed teaches faster than making a child figure the problem out unaided. — tap to centre the map on it
A worked example whose scaffolding is progressively removed teaches faster than making a child figure the problem out unaided.
Last stated a week ago
31 Aug 2026
JL
Joe Liemandt — holds since 2026-08-31 — 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 should always have as few employees as possible, and hiring is the lever a leader reaches for last rather than first. — tap to centre the map on it
A company should always have as few employees as possible, and hiring is the lever a leader reaches for last rather than first.
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 should hire a product manager only against a specific need, never by default. — tap to centre the map on it
A company should hire a product manager only against a specific need, never by default.
Last stated a month ago
2 Aug 2026
TV
Tom Verrilli — holds since 2026-08-02 — 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
AI can supply the instruction and the feedback in a practice loop, but it cannot supply the middle step, which is doing the work.
Last stated 22 Jul 2026 · 2 months ago
Holds SY Scott H. Young
Read this korrent →
Similar wording
AI helps exactly as far as the work is predictable and well documented, and stops helping on anything cutting edge.
Last stated 22 Mar 2025 · a year ago
Holds TH ThePrimeagen
Similar wording
You cannot learn from work you did not do yourself.
Last stated 22 Jul 2026 · 2 months ago
Holds SY Scott H. Young
Similar wording
This is the golden age of the junior programmer, because AI is an amplifier and the people learning quickly get amplified most.
Last stated 7 Apr 2026 · 5 months ago
Holds KB Kent Beck
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
AI does a good job of generating a design and still cannot express what the design is supposed to do; that part is the engineer's.
Last stated 29 Jul 2026 · a month ago
Holds HW Hillel Wayne
Similar wording
AI can be a shortcut around thinking or a way of thinking more rigorously, and for your core job function only the second one is wanted.
Last stated 12 Aug 2026 · 4 weeks ago
Holds CM Charity Majors
Similar wording
An end-to-end self-improving AI is probably possible, but it is not even desirable, because it is a hard-takeoff scenario.
Last stated 23 Jul 2025 · a year ago
Holds DH Demis Hassabis
Similar wording
What AI still cannot do in mathematics is build cumulatively on partial progress; it is trial, error and brute force rather than an idea improving through use.
Last stated 20 Mar 2026 · 6 months ago
Holds TT Terence Tao
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 · 2 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: AI and jobs
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
Same subject: education
A puzzle whose categories can only be seen by the broadly educated is elitist by construction.
Last stated 2 Sept 2023 · 3 years ago
Holds RK Raph Koster
Same subject: education
A school should be judged on how fast its students are learning, not on how much they already know when measured.
Last stated 31 Aug 2026 · a week ago
Holds JL Joe Liemandt
Same subject: education
A worked example whose scaffolding is progressively removed teaches faster than making a child figure the problem out unaided.
Last stated 31 Aug 2026 · a week ago
Holds JL Joe Liemandt
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 CM Charity Majors
Same subject: hiring
A company should always have as few employees as possible, and hiring is the lever a leader reaches for last rather than first.
Last stated 17 Dec 2024 · 2 years ago
Holds CM Charity Majors
Same subject: hiring
A company should hire a product manager only against a specific need, never by default.
Last stated 2 Aug 2026 · a month ago
Holds TV Tom Verrilli