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← AI struggles more with general knowledge work than with coding because…
17 connected korrents · 17 moments from 18 Sept 2025 to 15 Sept 2026.
Everything filed under AI agents
AI agents
Everything filed under Anthropic
Anthropic
Everything filed under design
design
Everything filed under AI and jobs
AI and jobs
Everything filed under LLMs
LLMs
Everything filed under LLMs
LLMs
Everything filed under code generation
code generation
Everything filed under developer tools
developer tools
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Read this korrent: AI struggles more with general knowledge work than with coding because that work is more fragmented and less verifiable.
AI struggles more with general knowledge work than with coding because that work is more fragmented and less verifiable.
Last stated 10 months ago
22 Dec 2025
IZ
Ivan Zhao — holds since 2025-12-22 — tap for who they are
Same subject: Coding is a software-factory category that may end up bigger than knowledge work itself. — tap to centre the map on it
Coding is a software-factory category that may end up bigger than knowledge work itself.
Last stated 12 months ago
12 Nov 2025
SN
Satya Nadella — holds since 2025-11-12 — tap for who they are
Same subject: Unlike code, an agent's knowledge work cannot be judged by its output alone; the process, inputs and reasoning have to be examined too. — tap to centre the map on it
Unlike code, an agent's knowledge work cannot be judged by its output alone; the process, inputs and reasoning have to be examined too.
Last stated 2 months ago
30 Aug 2026
TS
Tara Seshan — holds since 2026-08-30 — 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 6 months ago
22 Apr 2026
MK
Martin Kleppmann — holds since 2026-04-22 — tap for who they are
Same subject: Current AI coding models make poor decisions despite strong mechanical execution — tap to centre the map on it
Current AI coding models make poor decisions despite strong mechanical execution
Last stated 4 months ago
1 Jul 2026
JB
Jamie Brandon — holds since 2026-07-01 — tap for who they are
Same subject: AI has moved the programmer's bottleneck from writing code to having good design ideas, and there is no verification loop for a design idea. — tap to centre the map on it
AI has moved the programmer's bottleneck from writing code to having good design ideas, and there is no verification loop for a design idea.
Last stated 7 months ago
7 Apr 2026
MN
Michael Nielsen — holds since 2026-04-07 — tap for who they are
Same subject: AI makes this a golden age for programming and a more level playing field. — tap to centre the map on it
AI makes this a golden age for programming and a more level playing field.
Last stated 8 months ago
19 Feb 2026
NR
Naval Ravikant — holds since 2026-02-19 — tap for who they are
Same subject: People often think that collaborating with AI takes something more advanced than is actually needed. — tap to centre the map on it
People often think that collaborating with AI takes something more advanced than is actually needed.
Last stated 8 months ago
12 Mar 2026
JP
Josh Puckett — holds since 2026-03-12 — tap for who they are
Same subject: AI-generated code is not fully reliable and typically needs significant manual effort to keep it working correctly. — tap to centre the map on it
AI-generated code is not fully reliable and typically needs significant manual effort to keep it working correctly.
Last stated 5 months ago
16 Jun 2026
SW
Stephen Wolfram — holds since 2026-06-16 — tap for who they are
Same subject: A collection of AI agents does not automatically form a functioning organization any more than a group of smart people does. — tap to centre the map on it
A collection of AI agents does not automatically form a functioning organization any more than a group of smart people does.
Last stated 5 months ago
21 May 2026
RK
Rohit Krishnan — holds since 2026-05-21 — tap for who they are
Same subject: A company cannot be led by machines, because nobody would have recourse against them. — tap to centre the map on it
A company cannot be led by machines, because nobody would have recourse against them.
Last stated 2 months ago
15 Sept 2026
TL
Tobias Lütke — holds since 2026-09-15 — tap for who they are
Same subject: A computer-using agent needs a machine of its own, or you will spend the day fighting it for the mouse cursor. — tap to centre the map on it
A computer-using agent needs a machine of its own, or you will spend the day fighting it for the mouse cursor.
Last stated 3 months ago
10 Aug 2026
PS
Peter Steinberger — holds since 2026-08-10 — tap for who they are
Same subject: A benchmark that ranks Claude Code last while it stays first in use is measuring the wrong thing, and has been for a year. — tap to centre the map on it
A benchmark that ranks Claude Code last while it stays first in use is measuring the wrong thing, and has been for a year.
Last stated 2 months ago
3 Sept 2026
DR
Dax Raad — holds since 2026-09-03 — tap for who they are
Same subject: A skill is a set of repeatable, specific instructions that augments what Claude Code can do. — tap to centre the map on it
A skill is a set of repeatable, specific instructions that augments what Claude Code can do.
Last stated 7 months ago
19 Mar 2026
KP
Kris Puckett — holds since 2026-03-19 — tap for who they are
Same subject: A story's quality depends on whether it engages and satisfies the reader, not on the tool used to write it. — tap to centre the map on it
A story's quality depends on whether it engages and satisfies the reader, not on the tool used to write it.
Last stated 2 months ago
30 Aug 2026
EP
Eliot Peper — holds since 2026-08-30 — tap for who they are
Same subject: A compiler that also serves an IDE has to be lazy and deferred throughout — a different way of building compilers from the one the textbooks teach. — tap to centre the map on it
A compiler that also serves an IDE has to be lazy and deferred throughout — a different way of building compilers from the one the textbooks teach.
Last stated 6 months ago
13 May 2026
AH
Anders Hejlsberg — holds since 2026-05-13 — 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 a year ago
18 Sept 2025
TL
Tobias Lütke — holds since 2025-09-18 — tap for who they are
Same subject: A new API framework that ignores how existing apps were historically built undermines its own introduction — tap to centre the map on it
A new API framework that ignores how existing apps were historically built undermines its own introduction
Last stated 2 months ago
31 Aug 2026
CH
Craig Hockenberry — holds since 2026-08-31 — 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
AI struggles more with general knowledge work than with coding because that work is more fragmented and less verifiable.
Last stated 22 Dec 2025 · 10 months ago
Holds Ivan Zhao
Read this korrent →
Similar wording
Coding is a software-factory category that may end up bigger than knowledge work itself.
Last stated 12 Nov 2025 · 12 months ago
Holds Satya Nadella
Similar wording
Unlike code, an agent's knowledge work cannot be judged by its output alone; the process, inputs and reasoning have to be examined too.
Last stated 30 Aug 2026 · 2 months ago
Holds Tara Seshan
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 · 6 months ago
Holds Martin Kleppmann
Similar wording
Current AI coding models make poor decisions despite strong mechanical execution
Last stated 1 Jul 2026 · 4 months ago
Holds Jamie Brandon
Similar wording
AI has moved the programmer's bottleneck from writing code to having good design ideas, and there is no verification loop for a design idea.
Last stated 7 Apr 2026 · 7 months ago
Holds Michael Nielsen
Similar wording
AI makes this a golden age for programming and a more level playing field.
Last stated 19 Feb 2026 · 8 months ago
Holds Naval Ravikant
Similar wording
People often think that collaborating with AI takes something more advanced than is actually needed.
Last stated 12 Mar 2026 · 8 months ago
Holds Josh Puckett
Similar wording
AI-generated code is not fully reliable and typically needs significant manual effort to keep it working correctly.
Last stated 16 Jun 2026 · 5 months ago
Holds Stephen Wolfram
Same subject: AI agents
A collection of AI agents does not automatically form a functioning organization any more than a group of smart people does.
Last stated 21 May 2026 · 5 months ago
Holds Rohit Krishnan
Same subject: AI agents
A company cannot be led by machines, because nobody would have recourse against them.
Last stated 15 Sept 2026 · 2 months ago
Holds Tobias Lütke
Same subject: AI agents
A computer-using agent needs a machine of its own, or you will spend the day fighting it for the mouse cursor.
Last stated 10 Aug 2026 · 3 months ago
Holds Peter Steinberger
Same subject: Anthropic
A benchmark that ranks Claude Code last while it stays first in use is measuring the wrong thing, and has been for a year.
Last stated 3 Sept 2026 · 2 months ago
Holds Dax Raad
Same subject: Anthropic
A skill is a set of repeatable, specific instructions that augments what Claude Code can do.
Last stated 19 Mar 2026 · 7 months ago
Holds Kris Puckett
Same subject: Anthropic
A story's quality depends on whether it engages and satisfies the reader, not on the tool used to write it.
Last stated 30 Aug 2026 · 2 months ago
Holds Eliot Peper
Same subject: developer tools
A compiler that also serves an IDE has to be lazy and deferred throughout — a different way of building compilers from the one the textbooks teach.
Last stated 13 May 2026 · 6 months ago
Holds Anders Hejlsberg
Same subject: developer tools
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 · a year ago
Holds Tobias Lütke
Same subject: developer tools
A new API framework that ignores how existing apps were historically built undermines its own introduction
Last stated 31 Aug 2026 · 2 months ago
Holds Craig Hockenberry