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← Humanity's advantage is accumulated shared knowledge rather than…
17 connected korrents · 20 moments on record from 7 Sept 2008 to 19 Aug 2026.
Everything filed under AI and human skill
AI and human skill
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code generation
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writing 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: Humanity's advantage is accumulated shared knowledge rather than higher intelligence — and AI models, which vanish with their context window, have none of it. Humanity's advantage is accumulated shared knowledge rather than higher intelligence — and AI models, which vanish with their context window, have none of it. Last stated 2 months ago
26 Jun 2026
NB
Noam Brown — holds since 2026-06-26 — tap for who they are
Same subject: Intelligence is becoming a choice rather than a byproduct of daily work: there will still be smart people, but only those who choose to be. — tap to centre the map on it Intelligence is becoming a choice rather than a byproduct of daily work: there will still be smart people, but only those who choose to be. Last stated 10 months ago
18 Nov 2025
PG
Paul Graham — holds since 2024-10-01 — tap for who they are
SY
Scott H. Young — holds since 2025-11-18 — tap for who they are
Same subject: Adapting over time is a workable answer to humans misusing AI and no answer at all to losing control of systems smarter than us. — tap to centre the map on it Adapting over time is a workable answer to humans misusing AI and no answer at all to losing control of systems smarter than us. Last stated a year ago
5 Apr 2025
HT
Helen Toner — holds since 2025-04-05 — tap for who they are
Same subject: Human-level AI is most likely centuries or millennia away, so there is no reason to reorganise one's work around its arrival. — tap to centre the map on it Human-level AI is most likely centuries or millennia away, so there is no reason to reorganise one's work around its arrival. Last stated 3 years ago
13 Dec 2023
SA
Scott Aaronson — holds since 2008-09-07 — tap for who they are
SA
Scott Aaronson — no longer holds since 2023-12-13 — tap for who they are
Same subject: The gap between chimps and humans is no evidence that a small increase in compute yields an explosion of capability, because evolution was not optimising chimps for technology. — tap to centre the map on it The gap between chimps and humans is no evidence that a small increase in compute yields an explosion of capability, because evolution was not optimising chimps for technology. Last stated 9 years ago
24 Feb 2018
PC
Paul Christiano — holds since 2018-02-24 — tap for who they are
Same subject: There is essentially no cognitive task humans do where AI improvement is failing to transfer at all. — tap to centre the map on it There is essentially no cognitive task humans do where AI improvement is failing to transfer at all. Last stated 4 weeks ago
11 Aug 2026
RG
Ryan Greenblatt — holds since 2026-08-11 — tap for who they are
Same subject: Copying a trained digital mind into the next one matters far more than learning from people, because no child can inherit another child's learning. — tap to centre the map on it Copying a trained digital mind into the next one matters far more than learning from people, because no child can inherit another child's learning. Last stated 11 months ago
26 Sept 2025
RS
Richard Sutton — holds since 2025-09-26 — tap for who they are
Same subject: AI is a tool and not something mystical: plenty of past technologies also took over things only humans had done. — tap to centre the map on it AI is a tool and not something mystical: plenty of past technologies also took over things only humans had done. Last stated 10 months ago
12 Nov 2025
SN
Satya Nadella — holds since 2025-11-12 — tap for who they are
Same subject: The next frontier of AI lies beyond language, because intelligence in nature ran for 500 million years before words existed. — tap to centre the map on it The next frontier of AI lies beyond language, because intelligence in nature ran for 500 million years before words existed. Last stated 4 weeks ago
10 Aug 2026
FL
Fei-Fei Li — holds since 2026-08-10 — 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: AI should be treated as an instrument to play rather than a tool to use, because there is no purpose to better machines if they do not also produce better humans. — tap to centre the map on it AI should be treated as an instrument to play rather than a tool to use, because there is no purpose to better machines if they do not also produce better humans. Last stated 11 months ago
20 Oct 2025
FC
Frank Chimero — holds since 2025-10-20 — tap for who they are
Same subject: Heavy AI use erodes understanding first and judgement second: cognitive debt turns into cognitive surrender, where the model's answer simply becomes your answer. — tap to centre the map on it Heavy AI use erodes understanding first and judgement second: cognitive debt turns into cognitive surrender, where the model's answer simply becomes your answer. Last stated 3 weeks ago
19 Aug 2026
AO
Addy Osmani — holds since 2026-08-19 — tap for who they are
Same subject: A browser that answers with generated prose instead of links is not a web browser but an anti-web browser, and it hides that substitution from the person using it. — tap to centre the map on it A browser that answers with generated prose instead of links is not a web browser but an anti-web browser, and it hides that substitution from the person using it. Last stated 11 months ago
22 Oct 2025
AD
Anil Dash — holds since 2025-10-22 — tap for who they are
Same subject: A first draft should not be graded good or bad; it is only the material that taste then gets to act on. — tap to centre the map on it A first draft should not be graded good or bad; it is only the material that taste then gets to act on. Last stated a month ago
6 Aug 2026
GS
George Saunders — holds since 2026-08-06 — tap for who they are
Same subject: A plain text file and a basic editor are everything anyone needs in order to think and write well; the extra tools add nothing. — tap to centre the map on it A plain text file and a basic editor are everything anyone needs in order to think and write well; the extra tools add nothing. Last stated 5 years ago
2 Mar 2022
DS
Derek Sivers — holds since 2022-03-02 — 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: AI-written code makes formal proof necessary, because human review of all that generated code becomes the bottleneck. — tap to centre the map on it AI-written code makes formal proof necessary, because human review of all that generated code becomes the bottleneck. Last stated 5 months ago
22 Apr 2026
MK
Martin Kleppmann — holds since 2026-04-22 — tap for who they are
Same subject: Code and files generated by tools are pollution: hand-writing them is worth the effort because the bloat slows everything down for everyone. — tap to centre the map on it Code and files generated by tools are pollution: hand-writing them is worth the effort because the bloat slows everything down for everyone. Last stated 7 years ago
15 Oct 2019
DS
Derek Sivers — holds since 2019-10-15 — tap for who they are
At the centre
Humanity's advantage is accumulated shared knowledge rather than higher intelligence — and AI models, which vanish with their context window, have none of it.
Holds NB Noam BrownRead this korrent →
Intelligence is becoming a choice rather than a byproduct of daily work: there will still be smart people, but only those who choose to be.
Holds SY Scott H. Young
Adapting over time is a workable answer to humans misusing AI and no answer at all to losing control of systems smarter than us.
Holds HT Helen Toner
Human-level AI is most likely centuries or millennia away, so there is no reason to reorganise one's work around its arrival.
No longer holds SA Scott Aaronson
The gap between chimps and humans is no evidence that a small increase in compute yields an explosion of capability, because evolution was not optimising chimps for technology.
Holds PC Paul Christiano
There is essentially no cognitive task humans do where AI improvement is failing to transfer at all.
Holds RG Ryan Greenblatt
Copying a trained digital mind into the next one matters far more than learning from people, because no child can inherit another child's learning.
Holds RS Richard Sutton
AI is a tool and not something mystical: plenty of past technologies also took over things only humans had done.
Holds SN Satya Nadella
The next frontier of AI lies beyond language, because intelligence in nature ran for 500 million years before words existed.
Holds FL Fei-Fei Li
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.
Holds CM Charity Majors
AI should be treated as an instrument to play rather than a tool to use, because there is no purpose to better machines if they do not also produce better humans.
Holds FC Frank Chimero
Heavy AI use erodes understanding first and judgement second: cognitive debt turns into cognitive surrender, where the model's answer simply becomes your answer.
Holds AO Addy Osmani
A browser that answers with generated prose instead of links is not a web browser but an anti-web browser, and it hides that substitution from the person using it.
Holds AD Anil Dash
A first draft should not be graded good or bad; it is only the material that taste then gets to act on.
Holds GS George Saunders
A plain text file and a basic editor are everything anyone needs in order to think and write well; the extra tools add nothing.
Holds
AI acceleration threatens 'less software': without the constraint of scarce hours, even 37signals will likely build too much.
Holds
AI-written code makes formal proof necessary, because human review of all that generated code becomes the bottleneck.
Holds MK Martin Kleppmann
Code and files generated by tools are pollution: hand-writing them is worth the effort because the bloat slows everything down for everyone.
Holds