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← GPT-based AI systems can now reliably automate around 80% of data acquisition and verification work.
17 connected korrents · 19 moments from 12 Sept 2022 to 2 Nov 2026.
Everything filed under LLMs
LLMs
Everything filed under AI and jobs
AI and jobs
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OpenAI
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AI alignment
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AI and science
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AI agents
Everything filed under Anthropic
Anthropic
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code generation 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 Same subject Read this korrent: GPT-based AI systems can now reliably automate around 80% of data acquisition and verification work. GPT-based AI systems can now reliably automate around 80% of data acquisition and verification work. Last stated 9 months ago
13 Feb 2026
AK
Arvid Kahl — holds since 2026-02-13 — tap for who they are
Same subject: The likeliest bad path is not a coup but sloppiness: AI does everything verifiable well, research races ahead, and the subtle work of keeping AI safe is what gets done badly. — tap to centre the map on it The likeliest bad path is not a coup but sloppiness: AI does everything verifiable well, research races ahead, and the subtle work of keeping AI safe is what gets done badly. Last stated 3 months ago
11 Aug 2026
RG
Ryan Greenblatt — holds since 2026-08-11 — tap for who they are
Same subject: AI systems are getting good at performing increasingly automated science, as they already have at automated AI R&D. — tap to centre the map on it AI systems are getting good at performing increasingly automated science, as they already have at automated AI R&D. Last stated a month ago
5 Oct 2026
JC
Jack Clark — holds since 2026-10-05 — tap for who they are
Same subject: Autonomous AI agents in high-stakes contexts need 99.9% to 99.999% accuracy before reliability stops being an issue, and LLM-based agents are not on track to reach that. — tap to centre the map on it Autonomous AI agents in high-stakes contexts need 99.9% to 99.999% accuracy before reliability stops being an issue, and LLM-based agents are not on track to reach that. Last stated 8 months ago
24 Feb 2026
SK
Sayash Kapoor — holds since 2026-02-24 — tap for who they are
Same subject: AI agents trained on an expert's published work can only automate a small fraction of that expert's actual job. — tap to centre the map on it AI agents trained on an expert's published work can only automate a small fraction of that expert's actual job. Last stated 11 months ago
27 Nov 2025
BG
Brendan Gregg — holds since 2025-11-27 — 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: Humans will grant AI access to physical infrastructure and factories. — tap to centre the map on it Humans will grant AI access to physical infrastructure and factories. Last stated a month ago
6 Oct 2026
SA
Scott Alexander — holds since 2026-10-06 — 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: AI systems are much better at tasks whose correctness can be verified than at tasks whose correctness cannot be checked. — tap to centre the map on it AI systems are much better at tasks whose correctness can be verified than at tasks whose correctness cannot be checked. Last stated 4 months ago
13 Jul 2026
AN
Arvind Narayanan — holds since 2026-07-13 — tap for who they are
Same subject: A company must cut half its engineers to pay for the other half's tokens, and that is what the layoffs are actually about. — tap to centre the map on it A company must cut half its engineers to pay for the other half's tokens, and that is what the layoffs are actually about. Last stated 8 months ago
11 Mar 2026
SY
Steve Yegge — holds since 2026-03-11 — tap for who they are
Same subject: A good test of a market for AI-built work is whether a focused outsourcing industry already serves it. — tap to centre the map on it A good test of a market for AI-built work is whether a focused outsourcing industry already serves it. Last stated 3 years ago
21 Aug 2023
ST
Sarah Tavel — holds since 2023-08-21 — tap for who they are
Same subject: A healthcare system could exist where AI provides basic preventive and urgent care while humans provide more complex clinical and emotional care. — tap to centre the map on it A healthcare system could exist where AI provides basic preventive and urgent care while humans provide more complex clinical and emotional care. Last stated 2 months ago
27 Aug 2026
RW
Robert Wachter — holds since 2026-08-27 — tap for who they are
Same subject: A PHP vulnerability found with GPT-5.6 Sol will cause havoc this week. — tap to centre the map on it A PHP vulnerability found with GPT-5.6 Sol will cause havoc this week. Last stated 2 weeks ago
21 Oct 2026
PS
Peter Steinberger — holds since 2026-10-21 — tap for who they are
Same subject: A startup should not begin life as a nonprofit and bolt a for-profit arm on later, whatever OpenAI's own history suggests. — tap to centre the map on it A startup should not begin life as a nonprofit and bolt a for-profit arm on later, whatever OpenAI's own history suggests. Last stated 3 years ago
18 Mar 2024
SA
Sam Altman — holds since 2024-03-18 — tap for who they are
Same subject: Advertising was a necessary phase for the internet but a momentary industry, and an AI people pay for is better because they know the answers are not influenced by advertisers. — tap to centre the map on it Advertising was a necessary phase for the internet but a momentary industry, and an AI people pay for is better because they know the answers are not influenced by advertisers. Last stated 3 years ago
18 Mar 2024
SA
Sam Altman — holds since 2024-03-18 — tap for who they are
Same subject: Anthropic might be able to use Claude's intelligence to take a whole chunk of every industry on the planet. — tap to centre the map on it Anthropic might be able to use Claude's intelligence to take a whole chunk of every industry on the planet. Last stated 4 days ago
2 Nov 2026
NS
Noah Smith — holds since 2026-11-02 — tap for who they are
Same subject: Anthropic's current strategy toward writers who use AI for editing and research is aggressively hostile to them. — tap to centre the map on it Anthropic's current strategy toward writers who use AI for editing and research is aggressively hostile to them. Last stated 3 months ago
13 Aug 2026
ML
Michael Lopp — holds since 2026-08-13 — tap for who they are
Same subject: Asking Claude to do the thinking is garbage in, garbage out; the thinking and strategizing still has to be done by people. — tap to centre the map on it Asking Claude to do the thinking is garbage in, garbage out; the thinking and strategizing still has to be done by people. Last stated 6 months ago
28 Apr 2026
PD
Polly D'Arcy — holds since 2026-04-28 — tap for who they are