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← The skill that matters now is not prompt engineering but giving a…
17 connected korrents · 18 moments from 21 Mar 2023 to 20 Oct 2026. Nearly all of them are about chat interfaces .
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Read this korrent: The skill that matters now is not prompt engineering but giving a model a way to verify its own work, and it is the thing people most often get wrong.
The skill that matters now is not prompt engineering but giving a model a way to verify its own work, and it is the thing people most often get wrong.
Last stated 3 months ago
27 Jul 2026
BC
Boris Cherny — holds since 2026-07-27 — 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: 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: 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: 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: 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 10 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 body of publications is easy for AI models to consume via pretraining corpora but cumbersome for most humans due to CAPTCHAs, accounts, and paywalls. — tap to centre the map on it
A body of publications is easy for AI models to consume via pretraining corpora but cumbersome for most humans due to CAPTCHAs, accounts, and paywalls.
Last stated a month ago
17 Sept 2026
PC
Patrick Collison — holds since 2026-09-17 — tap for who they are
Same subject: A tiny language model inventing a plausible-sounding name is the same phenomenon as a large one confidently stating a false fact. — tap to centre the map on it
A tiny language model inventing a plausible-sounding name is the same phenomenon as a large one confidently stating a false fact.
Last stated 8 months ago
12 Feb 2026
AK
Andrej Karpathy — holds since 2026-02-12 — tap for who they are
Same subject: AI should be released iteratively rather than built in secret, because AI and surprise do not go together and the world needs time to adapt before it is under the gun. — tap to centre the map on it
AI should be released iteratively rather than built in secret, because AI and surprise do not go together and the world needs time to adapt before it is under the gun.
Last stated 3 years ago
18 Mar 2024
SA
Sam Altman — holds since 2024-03-18 — tap for who they are
Same subject: An AI can already earn an A on a university economics midterm, years earlier than informed forecasters expected. — tap to centre the map on it
An AI can already earn an A on a university economics midterm, years earlier than informed forecasters expected.
Last stated 4 years ago
21 Mar 2023
BC
Bryan Caplan — holds since 2023-03-21 — tap for who they are
Same subject: Agents working locally can be far more powerful than any private walled garden that exists out there in the cloud. — tap to centre the map on it
Agents working locally can be far more powerful than any private walled garden that exists out there in the cloud.
Last stated 4 months ago
30 Jun 2026
MT
Meng To — holds since 2026-06-30 — tap for who they are
Same subject: AI coding assistance now lets a programmer complete in a day work that used to take weeks. — tap to centre the map on it
AI coding assistance now lets a programmer complete in a day work that used to take weeks.
Last stated 6 months ago
26 Apr 2026
CW
Chris Wellons — holds since 2026-04-26 — tap for who they are
Same subject: AI has changed software development enough that some old assumptions about it no longer hold. — tap to centre the map on it
AI has changed software development enough that some old assumptions about it no longer hold.
Last stated 9 months ago
15 Jan 2026
SK
Steve Klabnik — holds since 2026-01-15 — 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
The skill that matters now is not prompt engineering but giving a model a way to verify its own work, and it is the thing people most often get wrong.
Last stated 27 Jul 2026 · 3 months ago
Holds Boris Cherny
Read this korrent →
Same subject: Anthropic, 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: Anthropic, 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: 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
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: LLMs
A badly written AI outbound email is evidence of a bad vendor, not of a limit of AI.
Last stated 1 Jan 2026 · 10 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 body of publications is easy for AI models to consume via pretraining corpora but cumbersome for most humans due to CAPTCHAs, accounts, and paywalls.
Last stated 17 Sept 2026 · a month ago
Holds Patrick Collison
Same subject: OpenAI
A tiny language model inventing a plausible-sounding name is the same phenomenon as a large one confidently stating a false fact.
Last stated 12 Feb 2026 · 8 months ago
Holds Andrej Karpathy
Same subject: OpenAI
AI should be released iteratively rather than built in secret, because AI and surprise do not go together and the world needs time to adapt before it is under the gun.
Last stated 18 Mar 2024 · 3 years ago
Holds Sam Altman
Same subject: OpenAI
An AI can already earn an A on a university economics midterm, years earlier than informed forecasters expected.
Last stated 21 Mar 2023 · 4 years ago
Holds Bryan Caplan
Same subject: coding agents
Agents working locally can be far more powerful than any private walled garden that exists out there in the cloud.
Last stated 30 Jun 2026 · 4 months ago
Holds Meng To
Same subject: coding agents
AI coding assistance now lets a programmer complete in a day work that used to take weeks.
Last stated 26 Apr 2026 · 6 months ago
Holds Chris Wellons
Same subject: coding agents
AI has changed software development enough that some old assumptions about it no longer hold.
Last stated 15 Jan 2026 · 9 months ago
Holds Steve Klabnik