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← Knowledge workers are becoming operators of AI systems, similar to how…
17 connected korrents · 17 moments from 18 Mar 2024 to 21 Oct 2026.
Everything filed under LLMs
LLMs
Everything filed under mathematics
mathematics
Everything filed under OpenAI
OpenAI
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innovation
Everything filed under coding agents
coding agents
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Read this korrent: Knowledge workers are becoming operators of AI systems, similar to how a crane or forklift operator controls a machine doing the physical work.
Knowledge workers are becoming operators of AI systems, similar to how a crane or forklift operator controls a machine doing the physical work.
Last stated 4 months ago
13 Jul 2026
AN
Arvind Narayanan — holds since 2026-07-13 — tap for who they are
Same subject: People trying to use AI to automate knowledge work or simplify their job are very early adopters, and their tolerance for sub-par experiences is quite high. — tap to centre the map on it
People trying to use AI to automate knowledge work or simplify their job are very early adopters, and their tolerance for sub-par experiences is quite high.
Last stated 7 months ago
14 Apr 2026
BL
Brian Lovin — holds since 2026-04-14 — tap for who they are
Same subject: The shift toward AI is being driven by management rather than being a worker-driven shift. — tap to centre the map on it
The shift toward AI is being driven by management rather than being a worker-driven shift.
Last stated 5 months ago
5 Jun 2026
MM
Mike Monteiro — holds since 2026-06-05 — tap for who they are
Same subject: AI researchers have taken over programming; training models is now its forefront. — tap to centre the map on it
AI researchers have taken over programming; training models is now its forefront.
Last stated 8 months ago
19 Feb 2026
NR
Naval Ravikant — holds since 2026-02-19 — tap for who they are
Same subject: Professionals across many fields will adapt to working with AI, and that shift cannot be reversed. — tap to centre the map on it
Professionals across many fields will adapt to working with AI, and that shift cannot be reversed.
Last stated 2 months ago
11 Sept 2026
DL
Daniel Lemire — holds since 2026-09-11 — tap for who they are
Same subject: AI struggles more with general knowledge work than with coding because that work is more fragmented and less verifiable. — tap to centre the map on it
AI struggles more with general knowledge work than with coding because that work is more fragmented and less verifiable.
Last stated 10 months ago
22 Dec 2025
IZ
Ivan Zhao — holds since 2025-12-22 — tap for who they are
Same subject: AI for knowledge work will probably follow coding's adoption pattern, with many people first feeling the aha moment in a personal capacity. — tap to centre the map on it
AI for knowledge work will probably follow coding's adoption pattern, with many people first feeling the aha moment in a personal capacity.
Last stated 2 months ago
8 Sept 2026
RU
Roman Ugarte — holds since 2026-09-08 — tap for who they are
Same subject: The displacement of human workers performing non-client-facing work is likely to be mirrored in every knowledge-based field. — tap to centre the map on it
The displacement of human workers performing non-client-facing work is likely to be mirrored in every knowledge-based field.
Last stated 10 months ago
17 Dec 2025
RW
Robert Wachter — holds since 2025-12-17 — tap for who they are
Same subject: Engineering is probably one of the areas where jobs have most visibly been transformed by AI. — tap to centre the map on it
Engineering is probably one of the areas where jobs have most visibly been transformed by AI.
Last stated a month ago
27 Sept 2026
MG
Molly Graham — holds since 2026-09-27 — 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 4 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 persistently rising dividend yield eventually forces capital appreciation as the market rerates the stock. — tap to centre the map on it
A persistently rising dividend yield eventually forces capital appreciation as the market rerates the stock.
Last stated 8 months ago
3 Mar 2026
SB
Sanjay Bakshi — holds since 2026-03-03 — tap for who they are
Same subject: A proof and an explanation are different things, and a theorem can stay an unsolved expository problem long after it is proved. — tap to centre the map on it
A proof and an explanation are different things, and a theorem can stay an unsolved expository problem long after it is proved.
Last stated 4 months ago
30 Jun 2026
GS
Grant Sanderson — holds since 2026-06-30 — tap for who they are
Same subject: A stream of AI-written papers with any error rate at all becomes insufferable, because finding the error costs more than the paper is worth even at ninety-nine percent. — tap to centre the map on it
A stream of AI-written papers with any error rate at all becomes insufferable, because finding the error costs more than the paper is worth even at ninety-nine percent.
Last stated 4 months ago
30 Jun 2026
GS
Grant Sanderson — holds since 2026-06-30 — 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: 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 9 months ago
12 Feb 2026
AK
Andrej Karpathy — holds since 2026-02-12 — 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