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← Connecting a conversational LLM to systems that have real-world…
17 connected korrents · 19 moments from 17 Feb 2023 to 20 Oct 2026. Nearly all of them are about chat interfaces .
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Read this korrent: Connecting a conversational LLM to systems that have real-world consequences is likely to cause real harm, because the model is trained on human text and will behave as unpredictably as humans do.
Connecting a conversational LLM to systems that have real-world consequences is likely to cause real harm, because the model is trained on human text and will behave as unpredictably as humans do.
Last stated a year ago
4 Jun 2025
AR
Armin Ronacher — holds since 2023-02-17 — tap for who they are
AR
Armin Ronacher — no longer holds since 2025-06-04 — tap for who they are
Same subject: Chatbots are a terrible interface for large language models, because a text box has no affordances. — tap to centre the map on it
Chatbots are a terrible interface for large language models, because a text box has no affordances.
Last stated 3 years ago
by 1 May 2023
AW
Amelia Wattenberger — holds since 2023-05-01 — 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 business, not its AI vendor, bears legal responsibility when an integrated AI tool causes harm to a customer. — tap to centre the map on it
A business, not its AI vendor, bears legal responsibility when an integrated AI tool causes harm to a customer.
Last stated 7 months ago
20 Mar 2026
AK
Arvid Kahl — holds since 2026-03-20 — tap for who they are
Same subject: A tool for browsing personal notes and data works better with a conversational interface than a traditional file browser. — tap to centre the map on it
A tool for browsing personal notes and data works better with a conversational interface than a traditional file browser.
Last stated 7 months ago
11 Mar 2026
HR
Harper Reed — holds since 2026-03-11 — tap for who they are
Same subject: Adding advertising into AI chatbot products carries a high risk of backfiring with users. — tap to centre the map on it
Adding advertising into AI chatbot products carries a high risk of backfiring with users.
Last stated a month ago
16 Sept 2026
MS
M.G. Siegler — holds since 2026-09-16 — tap for who they are
Same subject: AI chatbots are tuned to produce an answer that feels satisfying to the user rather than one that is correct. — tap to centre the map on it
AI chatbots are tuned to produce an answer that feels satisfying to the user rather than one that is correct.
Last stated a month ago
15 Sept 2026
ML
Michael Lopp — holds since 2026-09-15 — tap for who they are
Same subject: AI creates benefits for regular Americans, including consumer surplus, construction jobs, property tax revenue, and support for the macroeconomy. — tap to centre the map on it
AI creates benefits for regular Americans, including consumer surplus, construction jobs, property tax revenue, and support for the macroeconomy.
Last stated 3 weeks ago
5 Oct 2026
NS
Noah Smith — holds since 2026-10-05 — tap for who they are
Same subject: AI is improving exponentially but unevenly. — tap to centre the map on it
AI is improving exponentially but unevenly.
Last stated 3 days ago
20 Oct 2026
EM
Ethan Mollick — holds since 2026-10-20 — tap for who they are
Same subject: Agents are good at producing output but not at judging which output is worth producing in the first place. — tap to centre the map on it
Agents are good at producing output but not at judging which output is worth producing in the first place.
Last stated 4 weeks ago
24 Sept 2026
KD
Kent C. Dodds — holds since 2026-09-24 — tap for who they are
Same subject: Agents will take a decade rather than a year, because today's models are cognitively lacking in too many independent ways at once. — tap to centre the map on it
Agents will take a decade rather than a year, because today's models are cognitively lacking in too many independent ways at once.
Last stated a year ago
17 Oct 2025
AK
Andrej Karpathy — holds since 2025-10-17 — tap for who they are
Same subject: AI needs the same coaching, context and onboarding as a human employee. — tap to centre the map on it
AI needs the same coaching, context and onboarding as a human employee.
Last stated 4 weeks ago
27 Sept 2026
MG
Molly Graham — holds since 2026-09-27 — tap for who they are
Same subject: AI systems built on statistical inference cannot form intent, because they have nothing with which to form it. — tap to centre the map on it
AI systems built on statistical inference cannot form intent, because they have nothing with which to form it.
Last stated a month ago
21 Sept 2026
CD
Cory Doctorow — holds since 2026-09-21 — tap for who they are
Same subject: AI systems can now directly interact with the tools on a person's computer and browser, not just generate text. — tap to centre the map on it
AI systems can now directly interact with the tools on a person's computer and browser, not just generate text.
Last stated 2 months ago
13 Aug 2026
TF
Tiago Forte — holds since 2026-08-13 — tap for who they are
Same subject: An application-layer AI company's real breakthroughs come from going a click or two down the stack rather than from using the models as they are. — tap to centre the map on it
An application-layer AI company's real breakthroughs come from going a click or two down the stack rather than from using the models as they are.
Last stated a year ago
18 Aug 2025
CB
Clay Bavor — holds since 2025-08-18 — tap for who they are
Same subject: Being optimistic about AI as it currently exists requires a degree of privilege. — tap to centre the map on it
Being optimistic about AI as it currently exists requires a degree of privilege.
Last stated 11 months ago
3 Dec 2025
JC
Josh Collinsworth — holds since 2025-12-03 — tap for who they are
Same subject: Skeptics who say AI can't conjecture, theorize, or explain are describing last spring's models rather than current ones. — tap to centre the map on it
Skeptics who say AI can't conjecture, theorize, or explain are describing last spring's models rather than current ones.
Last stated 3 weeks ago
3 Oct 2026
PG
Paul Graham — holds since 2026-10-03 — tap for who they are
Same subject: Younger generations are rejecting AI hype while older generations, who stand to benefit from it, remain optimistic — tap to centre the map on it
Younger generations are rejecting AI hype while older generations, who stand to benefit from it, remain optimistic
Last stated 5 months ago
4 Jun 2026
TM
Tom MacWright — holds since 2026-06-04 — 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 faded, dashed ring: they no longer hold it — they changed their mind
At the centre
Connecting a conversational LLM to systems that have real-world consequences is likely to cause real harm, because the model is trained on human text and will behave as unpredictably as humans do.
Last stated 4 Jun 2025 · a year ago
No longer holds Armin Ronacher
Read this korrent →
Same subject: LLMs, chat interfaces
Chatbots are a terrible interface for large language models, because a text box has no affordances.
Last stated by 1 May 2023 · 3 years ago
Holds Amelia Wattenberger
Same subject: chat interfaces
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 Julie Zhuo
Same subject: chat interfaces
A business, not its AI vendor, bears legal responsibility when an integrated AI tool causes harm to a customer.
Last stated 20 Mar 2026 · 7 months ago
Holds Arvid Kahl
Same subject: chat interfaces
A tool for browsing personal notes and data works better with a conversational interface than a traditional file browser.
Last stated 11 Mar 2026 · 7 months ago
Holds Harper Reed
Same subject: chat interfaces
Adding advertising into AI chatbot products carries a high risk of backfiring with users.
Last stated 16 Sept 2026 · a month ago
Holds M.G. Siegler
Same subject: chat interfaces
AI chatbots are tuned to produce an answer that feels satisfying to the user rather than one that is correct.
Last stated 15 Sept 2026 · a month ago
Holds Michael Lopp
Same subject: chat interfaces
AI creates benefits for regular Americans, including consumer surplus, construction jobs, property tax revenue, and support for the macroeconomy.
Last stated 5 Oct 2026 · 3 weeks ago
Holds Noah Smith
Same subject: chat interfaces
AI is improving exponentially but unevenly.
Last stated 20 Oct 2026 · 3 days ago
Holds Ethan Mollick
Same subject: AI agents
Agents are good at producing output but not at judging which output is worth producing in the first place.
Last stated 24 Sept 2026 · 4 weeks ago
Holds Kent C. Dodds
Same subject: AI agents
Agents will take a decade rather than a year, because today's models are cognitively lacking in too many independent ways at once.
Last stated 17 Oct 2025 · a year ago
Holds Andrej Karpathy
Same subject: AI agents
AI needs the same coaching, context and onboarding as a human employee.
Last stated 27 Sept 2026 · 4 weeks ago
Holds Molly Graham
Same subject: LLMs
AI systems built on statistical inference cannot form intent, because they have nothing with which to form it.
Last stated 21 Sept 2026 · a month ago
Holds Cory Doctorow
Same subject: LLMs
AI systems can now directly interact with the tools on a person's computer and browser, not just generate text.
Last stated 13 Aug 2026 · 2 months ago
Holds Tiago Forte
Same subject: LLMs
An application-layer AI company's real breakthroughs come from going a click or two down the stack rather than from using the models as they are.
Last stated 18 Aug 2025 · a year ago
Holds Clay Bavor
Same subject: optimism
Being optimistic about AI as it currently exists requires a degree of privilege.
Last stated 3 Dec 2025 · 11 months ago
Holds Josh Collinsworth
Same subject: optimism
Skeptics who say AI can't conjecture, theorize, or explain are describing last spring's models rather than current ones.
Last stated 3 Oct 2026 · 3 weeks ago
Holds Paul Graham
Same subject: optimism
Younger generations are rejecting AI hype while older generations, who stand to benefit from it, remain optimistic
Last stated 4 Jun 2026 · 5 months ago
Holds Tom MacWright