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← AI helps exactly as far as the work is predictable and well…
17 connected korrents · 15 moments on record from 2 Sept 2023 to 31 Aug 2026.
Everything filed under design
design
Everything filed under education
education
Everything filed under LLMs
LLMs
Everything filed under AI and jobs
AI and jobs
Everything filed under simplicity
simplicity
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 helps exactly as far as the work is predictable and well documented, and stops helping on anything cutting edge.
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: 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 most underused thing AI does is teach you: people reach for it to write their code and forget it can take them through a curriculum in an hour. — tap to centre the map on it
The most underused thing AI does is teach you: people reach for it to write their code and forget it can take them through a curriculum in an hour.
Last stated 12 months ago
21 Sept 2025
JZ
Julie Zhuo — holds since 2025-09-21 — 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: The likeliest bad path is not a coup but sloppiness: AI does everything verifiable well, research races ahead, and the subtle work of keeping AI safe is what gets done badly. — tap to centre the map on it
The likeliest bad path is not a coup but sloppiness: AI does everything verifiable well, research races ahead, and the subtle work of keeping AI safe is what gets done badly.
Last stated 4 weeks ago
11 Aug 2026
RG
Ryan Greenblatt — holds since 2026-08-11 — tap for who they are
Same subject: Current AI models are worse colleagues than humans, because they routinely imply they did a task they did not actually do. — tap to centre the map on it
Current AI models are worse colleagues than humans, because they routinely imply they did a task they did not actually do.
Last stated 4 weeks ago
11 Aug 2026
RG
Ryan Greenblatt — holds since 2026-08-11 — tap for who they are
Same subject: The two standard criticisms of AI — that it is not deterministic and that it is not creative — cannot both be true. — tap to centre the map on it
The two standard criticisms of AI — that it is not deterministic and that it is not creative — cannot both be true.
Last stated 2 weeks ago
26 Aug 2026
DH
David Heinemeier Hansson — holds since 2026-08-26 — 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 11 months ago
25 Sept 2025
AK
Andrej Karpathy — holds since 2025-09-25 — tap for who they are
Same subject: Craft excellence within each discipline is not going away, however much AI blurs the work across functional lines. — tap to centre the map on it
Craft excellence within each discipline is not going away, however much AI blurs the work across functional lines.
Last stated 2 months ago
19 Jul 2026
ES
Elizabeth Stone — holds since 2026-07-19 — tap for who they are
Same subject: A blank chat box is lazy: it violates the first rule of a good user experience, that it is obvious what you can do. — tap to centre the map on it
A blank chat box is lazy: it violates the first rule of a good user experience, that it is obvious what you can do.
Last stated a year ago
12 May 2025
JZ
Julie Zhuo — holds since 2025-05-12 — tap for who they are
Same subject: A company deserves everyone in it, the chief executive included, to spend as much time as possible in their zone of genius — which is an org design problem. — tap to centre the map on it
A company deserves everyone in it, the chief executive included, to spend as much time as possible in their zone of genius — which is an org design problem.
Last stated a year ago
23 Mar 2025
RV
Rahul Vohra — holds since 2025-03-23 — tap for who they are
Same subject: A computer meant for anyone has to be understandable without a manual, and it has to be friendly. — tap to centre the map on it
A computer meant for anyone has to be understandable without a manual, and it has to be friendly.
Last stated 4 weeks ago
14 Aug 2026
SK
Susan Kare — holds since 2026-08-14 — 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: After a decade of Swiss minimalism, design is about to swing back to something far more expressive. — tap to centre the map on it
After a decade of Swiss minimalism, design is about to swing back to something far more expressive.
Last stated 11 months ago
16 Oct 2025
DF
Dylan Field — holds since 2025-10-16 — tap for who they are
Same subject: AI acceleration threatens 'less software': without the constraint of scarce hours, even 37signals will likely build too much. — tap to centre the map on it
AI acceleration threatens 'less software': without the constraint of scarce hours, even 37signals will likely build too much.
Last stated a month ago
26 Jul 2026
DH
David Heinemeier Hansson — holds since 2026-07-26 — tap for who they are
Same subject: Better design does not mean more design: the most obvious designs are often invisible. — tap to centre the map on it
Better design does not mean more design: the most obvious designs are often invisible.
Last stated 3 years ago
16 Nov 2023
JZ
Julie Zhuo — holds since 2023-11-16 — 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 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
Read this korrent →
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 most underused thing AI does is teach you: people reach for it to write their code and forget it can take them through a curriculum in an hour.
Last stated 21 Sept 2025 · 12 months ago
Holds JZ Julie Zhuo
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
The likeliest bad path is not a coup but sloppiness: AI does everything verifiable well, research races ahead, and the subtle work of keeping AI safe is what gets done badly.
Last stated 11 Aug 2026 · 4 weeks ago
Holds RG Ryan Greenblatt
Similar wording
Current AI models are worse colleagues than humans, because they routinely imply they did a task they did not actually do.
Last stated 11 Aug 2026 · 4 weeks ago
Holds RG Ryan Greenblatt
Similar wording
The two standard criticisms of AI — that it is not deterministic and that it is not creative — cannot both be true.
Last stated 26 Aug 2026 · 2 weeks ago
Holds David Heinemeier Hansson
Similar wording
Most current predictions about AI's imminent impact on the job market are naive.
Last stated 25 Sept 2025 · 11 months ago
Holds Andrej Karpathy
Similar wording
Craft excellence within each discipline is not going away, however much AI blurs the work across functional lines.
Last stated 19 Jul 2026 · 2 months ago
Holds ES Elizabeth Stone
Same subject: design
A blank chat box is lazy: it violates the first rule of a good user experience, that it is obvious what you can do.
Last stated 12 May 2025 · a year ago
Holds JZ Julie Zhuo
Same subject: design
A company deserves everyone in it, the chief executive included, to spend as much time as possible in their zone of genius — which is an org design problem.
Last stated 23 Mar 2025 · a year ago
Holds RV Rahul Vohra
Same subject: design
A computer meant for anyone has to be understandable without a manual, and it has to be friendly.
Last stated 14 Aug 2026 · 4 weeks ago
Holds SK Susan Kare
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: simplicity
After a decade of Swiss minimalism, design is about to swing back to something far more expressive.
Last stated 16 Oct 2025 · 11 months ago
Holds DF Dylan Field
Same subject: simplicity
AI acceleration threatens 'less software': without the constraint of scarce hours, even 37signals will likely build too much.
Last stated 26 Jul 2026 · a month ago
Holds David Heinemeier Hansson
Same subject: simplicity
Better design does not mean more design: the most obvious designs are often invisible.
Last stated 16 Nov 2023 · 3 years ago
Holds JZ Julie Zhuo