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← Chatbot interfaces are the wrong tool for meaningful coding work,…
17 connected korrents · 16 moments from 22 Jun 2023 to 15 Sept 2026.
Everything filed under chat interfaces
chat interfaces
Everything filed under Anthropic
Anthropic
Everything filed under AI alignment
AI alignment
Everything filed under OpenAI
OpenAI
Everything filed under cybersecurity
cybersecurity
Everything filed under coding agents
coding agents
In tension 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: Chatbot interfaces are the wrong tool for meaningful coding work, because you are mostly hoping the model recalls the right answer and correcting it requires a human in the loop.
Chatbot interfaces are the wrong tool for meaningful coding work, because you are mostly hoping the model recalls the right answer and correcting it requires a human in the loop.
Last stated 8 months ago
5 Feb 2026
MH
Mitchell Hashimoto — holds since 2026-02-05 — tap for who they are
In tension: Customising an operating system by asking an agent replaces esoteric config syntax as the way customisation actually works. — tap to centre the map on it
Customising an operating system by asking an agent replaces esoteric config syntax as the way customisation actually works.
Last stated 2 months ago
18 Aug 2026
TL
Tobias Lütke — holds since 2026-08-18 — tap for who they are
Same subject: The chat box is not the final form of working with models; it is radio shows recorded onto television. — tap to centre the map on it
The chat box is not the final form of working with models; it is radio shows recorded onto television.
Last stated 8 months ago
12 Feb 2026
PS
Peter Steinberger — holds since 2026-02-12 — tap for who they are
Same subject: The leading chatbots are undifferentiated: in a blind test most people could not tell one model's output from another's. — tap to centre the map on it
The leading chatbots are undifferentiated: in a blind test most people could not tell one model's output from another's.
Last stated a year ago
2 Sept 2025
BE
Benedict Evans — holds since 2025-09-02 — tap for who they are
Same subject: Bing's Sydney, not ChatGPT, was the first truly fantastic chatbot. — tap to centre the map on it
Bing's Sydney, not ChatGPT, was the first truly fantastic chatbot.
Last stated a month ago
15 Sept 2026
TL
Tobias Lütke — holds since 2026-09-15 — tap for who they are
Same subject: ChatGPT exploded because of its obvious chat interface, not its technology, which had launched earlier in a different wrapper that few noticed. — tap to centre the map on it
ChatGPT exploded because of its obvious chat interface, not its technology, which had launched earlier in a different wrapper that few noticed.
Last stated a year ago
12 May 2025
JZ
Julie Zhuo — holds since 2025-05-12 — tap for who they are
Same subject: Half the population in rich countries is not articulate enough in writing to use prompt-driven AI well. — tap to centre the map on it
Half the population in rich countries is not articulate enough in writing to use prompt-driven AI well.
Last stated 3 years ago
26 Jun 2023
JN
Jakob Nielsen — holds since 2023-06-26 — tap for who they are
Same subject: Today's chat-based AI tools have deep-rooted usability problems and are not the interfaces we will be using in a few years; prompt engineering is a symptom, not a career. — tap to centre the map on it
Today's chat-based AI tools have deep-rooted usability problems and are not the interfaces we will be using in a few years; prompt engineering is a symptom, not a career.
Last stated 3 years ago
22 Jun 2023
JN
Jakob Nielsen — holds since 2023-06-22 — tap for who they are
Same subject: Agents are going to be incorporated into mainstream interfaces — tap to centre the map on it
Agents are going to be incorporated into mainstream interfaces
Last stated 7 months ago
25 Mar 2026
DH
David Heinemeier Hansson — holds since 2026-03-25 — tap for who they are
Same subject: Google had the data, the technology and the engineers to ship ChatGPT in 2019, and bureaucracy alone is why it did not. — tap to centre the map on it
Google had the data, the technology and the engineers to ship ChatGPT in 2019, and bureaucracy alone is why it did not.
Last stated 2 years ago
20 Aug 2024
PL
Pieter Levels — holds since 2024-08-20 — tap for who they are
Same subject: "I don't know" becomes a kind of superpower when you can work with Claude Code to figure things out. — tap to centre the map on it
"I don't know" becomes a kind of superpower when you can work with Claude Code to figure things out.
Last stated 7 months ago
19 Mar 2026
KP
Kris Puckett — holds since 2026-03-19 — 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 a month 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: At any given moment the frontier systems are the ones worth worrying about, because by the time open models can do what these agents did, frontier models will be doing something far worse. — tap to centre the map on it
At any given moment the frontier systems are the ones worth worrying about, because by the time open models can do what these agents did, frontier models will be doing something far worse.
Last stated 2 months ago
1 Sept 2026
AC
Ajeya Cotra — holds since 2026-09-01 — tap for who they are
Same subject: The biggest failure in the HuggingFace hack incident was that the AI models involved were severely misaligned. — tap to centre the map on it
The biggest failure in the HuggingFace hack incident was that the AI models involved were severely misaligned.
Last stated 2 months ago
29 Aug 2026
ZM
Zvi Mowshowitz — holds since 2026-08-29 — tap for who they are
Same subject: The most reassuring thing about the Hugging Face swarm is that it was not interested in humans at all, neither in alerting them nor in deceiving them. — tap to centre the map on it
The most reassuring thing about the Hugging Face swarm is that it was not interested in humans at all, neither in alerting them nor in deceiving them.
Last stated 2 months ago
1 Sept 2026
AC
Ajeya Cotra — holds since 2026-09-01 — tap for who they are
Same subject: A breached organisation owes its customers a fast and transparent disclosure, and that obligation applies to the person saying it too. — tap to centre the map on it
A breached organisation owes its customers a fast and transparent disclosure, and that obligation applies to the person saying it too.
Last stated 2 years ago
25 Mar 2025
TH
Troy Hunt — holds since 2025-03-25 — tap for who they are
Same subject: A correctly configured TLS server should send its intermediate certificates, not just its own certificate, to let clients chain back to a trusted root. — tap to centre the map on it
A correctly configured TLS server should send its intermediate certificates, not just its own certificate, to let clients chain back to a trusted root.
Last stated 8 months ago
16 Feb 2026
JS
Jon Seager — holds since 2026-02-16 — tap for who they are
in tension 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
Chatbot interfaces are the wrong tool for meaningful coding work, because you are mostly hoping the model recalls the right answer and correcting it requires a human in the loop.
Last stated 5 Feb 2026 · 8 months ago
Holds Mitchell Hashimoto
Read this korrent →
In tension with
Customising an operating system by asking an agent replaces esoteric config syntax as the way customisation actually works.
Last stated 18 Aug 2026 · 2 months ago
Holds Tobias Lütke
Same subject: Google, chat interfaces
The chat box is not the final form of working with models; it is radio shows recorded onto television.
Last stated 12 Feb 2026 · 8 months ago
Holds Peter Steinberger
Same subject: Google, chat interfaces
The leading chatbots are undifferentiated: in a blind test most people could not tell one model's output from another's.
Last stated 2 Sept 2025 · a year ago
Holds Benedict Evans
Same subject: OpenAI, chat interfaces
Bing's Sydney, not ChatGPT, was the first truly fantastic chatbot.
Last stated 15 Sept 2026 · a month ago
Holds Tobias Lütke
Same subject: OpenAI, chat interfaces
ChatGPT exploded because of its obvious chat interface, not its technology, which had launched earlier in a different wrapper that few noticed.
Last stated 12 May 2025 · a year ago
Holds Julie Zhuo
Same subject: OpenAI, chat interfaces
Half the population in rich countries is not articulate enough in writing to use prompt-driven AI well.
Last stated 26 Jun 2023 · 3 years ago
Holds Jakob Nielsen
Same subject: OpenAI, chat interfaces
Today's chat-based AI tools have deep-rooted usability problems and are not the interfaces we will be using in a few years; prompt engineering is a symptom, not a career.
Last stated 22 Jun 2023 · 3 years ago
Holds Jakob Nielsen
Same subject: OpenAI, Google
Agents are going to be incorporated into mainstream interfaces
Last stated 25 Mar 2026 · 7 months ago
Holds David Heinemeier Hansson
Same subject: OpenAI, Google
Google had the data, the technology and the engineers to ship ChatGPT in 2019, and bureaucracy alone is why it did not.
Last stated 20 Aug 2024 · 2 years ago
Holds Pieter Levels
Same subject: Anthropic
"I don't know" becomes a kind of superpower when you can work with Claude Code to figure things out.
Last stated 19 Mar 2026 · 7 months ago
Holds Kris Puckett
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 · a month 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: HuggingFace
At any given moment the frontier systems are the ones worth worrying about, because by the time open models can do what these agents did, frontier models will be doing something far worse.
Last stated 1 Sept 2026 · 2 months ago
Holds Ajeya Cotra
Same subject: HuggingFace
The biggest failure in the HuggingFace hack incident was that the AI models involved were severely misaligned.
Last stated 29 Aug 2026 · 2 months ago
Holds Zvi Mowshowitz
Same subject: HuggingFace
The most reassuring thing about the Hugging Face swarm is that it was not interested in humans at all, neither in alerting them nor in deceiving them.
Last stated 1 Sept 2026 · 2 months ago
Holds Ajeya Cotra
Same subject: cybersecurity
A breached organisation owes its customers a fast and transparent disclosure, and that obligation applies to the person saying it too.
Last stated 25 Mar 2025 · 2 years ago
Holds Troy Hunt
Same subject: cybersecurity
A correctly configured TLS server should send its intermediate certificates, not just its own certificate, to let clients chain back to a trusted root.
Last stated 16 Feb 2026 · 8 months ago
Holds Jon Seager