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← Grounding a chatbot in a specific set of documents allows a genuinely new way of interacting with them.
17 connected korrents · 19 moments from 11 Oct 2018 to 16 Sept 2026. Nearly all of them are about chat interfaces .
Everything filed under LLMs
LLMs
Everything filed under documentation
documentation
Everything filed under design
design
Everything filed under Anthropic
Anthropic
Everything filed under OpenAI
OpenAI
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Read this korrent: Grounding a chatbot in a specific set of documents allows a genuinely new way of interacting with them.
Grounding a chatbot in a specific set of documents allows a genuinely new way of interacting with them.
Last stated 6 months ago
25 Mar 2026
MN
Mark Nottingham — holds since 2026-03-25 — 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 6 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 2 weeks 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 3 weeks ago
15 Sept 2026
ML
Michael Lopp — holds since 2026-09-15 — tap for who they are
Same subject: Around a tenth of people use a chatbot daily and another fifteen to twenty per cent weekly, far below the headline adoption figures. — tap to centre the map on it
Around a tenth of people use a chatbot daily and another fifteen to twenty per cent weekly, far below the headline adoption figures.
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 3 weeks ago
15 Sept 2026
TL
Tobias Lütke — holds since 2026-09-15 — tap for who they are
Same subject: 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. — tap to centre the map on it
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
Same subject: A company that deviates from open standards in its data exports without documenting the deviation creates an artificial vendor lock-in. — tap to centre the map on it
A company that deviates from open standards in its data exports without documenting the deviation creates an artificial vendor lock-in.
Last stated 2 years ago
3 Mar 2025
TS
Tobias Sjösten — holds since 2025-03-03 — tap for who they are
Same subject: A performance test without an explanation of its limiting factor should be treated as unanalyzed and possibly bogus. — tap to centre the map on it
A performance test without an explanation of its limiting factor should be treated as unanalyzed and possibly bogus.
Last stated a year ago
3 Aug 2025
BG
Brendan Gregg — holds since 2025-08-03 — tap for who they are
Same subject: A portfolio shows that a person's work is visible, not that they are skilled. — tap to centre the map on it
A portfolio shows that a person's work is visible, not that they are skilled.
Last stated 4 months ago
26 May 2026
CB
Carlos Alexandro Becker — holds since 2026-05-26 — tap for who they are
Same subject: A badly written AI outbound email is evidence of a bad vendor, not of a limit of AI. — tap to centre the map on it
A badly written AI outbound email is evidence of a bad vendor, not of a limit of AI.
Last stated 9 months ago
1 Jan 2026
JL
Jason Lemkin — holds since 2026-01-01 — tap for who they are
Same subject: A bigger context window does not give you a smarter model; the intelligence of the model is what decides how much of that window it can actually attend to. — tap to centre the map on it
A bigger context window does not give you a smarter model; the intelligence of the model is what decides how much of that window it can actually attend to.
Last stated 3 months ago
15 Jul 2026
DH
Dex Horthy — holds since 2026-07-15 — tap for who they are
Same subject: A child who has seen ten cats learns what a machine needs the whole internet of cat photos for, by a learning pathway nobody has solved. — tap to centre the map on it
A child who has seen ten cats learns what a machine needs the whole internet of cat photos for, by a learning pathway nobody has solved.
Last stated 2 months ago
10 Aug 2026
FL
Fei-Fei Li — holds since 2026-08-10 — tap for who they are
Same subject: AI progress is faster than people expect, and ordinary scaling can be enough to solve problems that looked very hard. — tap to centre the map on it
AI progress is faster than people expect, and ordinary scaling can be enough to solve problems that looked very hard.
Last stated 2 years ago
2 Feb 2025
AC
Ajeya Cotra — holds since 2023-08-29 — tap for who they are
SA
Scott Alexander — holds since 2022-09-12 — tap for who they are
MB
Miles Brundage — holds since 2025-02-02 — tap for who they are
Same subject: As models keep growing, AI is running out of enough high-quality unique training tokens to keep up. — tap to centre the map on it
As models keep growing, AI is running out of enough high-quality unique training tokens to keep up.
Last stated 3 months ago
24 Jun 2026
LW
Lilian Weng — holds since 2026-06-24 — tap for who they are
Same subject: Current techniques restrict pre-trained representation power because standard language models are unidirectional. — tap to centre the map on it
Current techniques restrict pre-trained representation power because standard language models are unidirectional.
Last stated 8 years ago
11 Oct 2018
KT
Kristina Toutanova — holds since 2018-10-11 — tap for who they are
MC
Ming-Wei Chang — holds since 2018-10-11 — tap for who they are
KL
Kenton Lee — holds since 2018-10-11 — tap for who they are
JD
Jacob Devlin — holds since 2018-10-11 — 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
Grounding a chatbot in a specific set of documents allows a genuinely new way of interacting with them.
Last stated 25 Mar 2026 · 6 months ago
Holds Mark Nottingham
Read this korrent →
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 · 6 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 · 2 weeks 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 · 3 weeks ago
Holds Michael Lopp
Same subject: chat interfaces
Around a tenth of people use a chatbot daily and another fifteen to twenty per cent weekly, far below the headline adoption figures.
Last stated 2 Sept 2025 · a year ago
Holds Benedict Evans
Same subject: chat interfaces
Bing's Sydney, not ChatGPT, was the first truly fantastic chatbot.
Last stated 15 Sept 2026 · 3 weeks ago
Holds Tobias Lütke
Same subject: chat interfaces
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
Same subject: documentation
A company that deviates from open standards in its data exports without documenting the deviation creates an artificial vendor lock-in.
Last stated 3 Mar 2025 · 2 years ago
Holds Tobias Sjösten
Same subject: documentation
A performance test without an explanation of its limiting factor should be treated as unanalyzed and possibly bogus.
Last stated 3 Aug 2025 · a year ago
Holds Brendan Gregg
Same subject: documentation
A portfolio shows that a person's work is visible, not that they are skilled.
Last stated 26 May 2026 · 4 months ago
Holds Carlos Alexandro Becker
Same subject: LLMs
A badly written AI outbound email is evidence of a bad vendor, not of a limit of AI.
Last stated 1 Jan 2026 · 9 months ago
Holds Jason Lemkin
Same subject: LLMs
A bigger context window does not give you a smarter model; the intelligence of the model is what decides how much of that window it can actually attend to.
Last stated 15 Jul 2026 · 3 months ago
Holds Dex Horthy
Same subject: LLMs
A child who has seen ten cats learns what a machine needs the whole internet of cat photos for, by a learning pathway nobody has solved.
Last stated 10 Aug 2026 · 2 months ago
Holds Fei-Fei Li
Same subject: scaling laws
AI progress is faster than people expect, and ordinary scaling can be enough to solve problems that looked very hard.
Last stated 2 Feb 2025 · 2 years ago
Holds Ajeya Cotra Scott Alexander Miles Brundage
Same subject: scaling laws
As models keep growing, AI is running out of enough high-quality unique training tokens to keep up.
Last stated 24 Jun 2026 · 3 months ago
Holds Lilian Weng
Same subject: scaling laws
Current techniques restrict pre-trained representation power because standard language models are unidirectional.
Last stated 11 Oct 2018 · 8 years ago
Holds Kristina Toutanova Ming-Wei Chang Kenton Lee Jacob Devlin