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← An open-weight model is already all anyone needs; it is as good as the frontier models.
17 connected korrents · 16 moments from 18 Mar 2024 to 21 Oct 2026.
Everything filed under open source
open source
Everything filed under AI alignment
AI alignment
Everything filed under OpenAI
OpenAI
Everything filed under scaling laws
scaling laws
Everything filed under China
China
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: An open-weight model is already all anyone needs; it is as good as the frontier models.
An open-weight model is already all anyone needs; it is as good as the frontier models.
Last stated 2 months ago
26 Aug 2026
DH
David Heinemeier Hansson — no longer holds since 2026-08-26 — tap for who they are
Same subject: There is a large and growing gap between open-weight AI models and frontier AI models. — tap to centre the map on it
There is a large and growing gap between open-weight AI models and frontier AI models.
Last stated 7 months ago
29 Mar 2026
CW
Chris Wellons — holds since 2026-03-29 — tap for who they are
Same subject: Open models trailing the frontier by a few months is a good arrangement, because the industry needs a common working space it all has access to. — tap to centre the map on it
Open models trailing the frontier by a few months is a good arrangement, because the industry needs a common working space it all has access to.
Last stated 7 months ago
20 Mar 2026
AK
Andrej Karpathy — holds since 2026-03-20 — tap for who they are
Same subject: Open-weight models are becoming an essential tool for AI diffusion. — tap to centre the map on it
Open-weight models are becoming an essential tool for AI diffusion.
Last stated a month ago
21 Sept 2026
NL
Nathan Lambert — holds since 2026-09-21 — tap for who they are
Same subject: Countries will adopt open-weight models to get frontier-level AI capability inside controlled, sovereign environments. — tap to centre the map on it
Countries will adopt open-weight models to get frontier-level AI capability inside controlled, sovereign environments.
Last stated 3 months ago
15 Jul 2026
SK
Sriram Krishnan — holds since 2026-07-15 — tap for who they are
Same subject: The AI models causing issues right now are all closed-weight American ones, and they most likely would not cause those issues if open-weight. — tap to centre the map on it
The AI models causing issues right now are all closed-weight American ones, and they most likely would not cause those issues if open-weight.
Last stated a month ago
12 Sept 2026
AR
Armin Ronacher — holds since 2026-09-12 — tap for who they are
Same subject: The local AI niche will end up dominated by whichever open-weight model runs practically fast on high-end consumer hardware, like a Mac or a 'GPU in a box' rig. — tap to centre the map on it
The local AI niche will end up dominated by whichever open-weight model runs practically fast on high-end consumer hardware, like a Mac or a 'GPU in a box' rig.
Last stated 5 months ago
14 May 2026
SS
Salvatore Sanfilippo — holds since 2026-05-14 — tap for who they are
Same subject: Western open-weight models receive significantly more adoption than Chinese models with similar performance-to-size footprints. — tap to centre the map on it
Western open-weight models receive significantly more adoption than Chinese models with similar performance-to-size footprints.
Last stated 6 days ago
17 Oct 2026
NL
Nathan Lambert — holds since 2026-10-17 — tap for who they are
Same subject: By 2027, open-weight AI models more powerful than today's frontier systems will be downloadable by any country or well-resourced non-state group. — tap to centre the map on it
By 2027, open-weight AI models more powerful than today's frontier systems will be downloadable by any country or well-resourced non-state group.
Last stated 2 months ago
19 Aug 2026
DT
Derek Thompson — holds since 2026-08-19 — 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 days 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: "Scaling" was powerful because it was one word: naming a research direction is what tells a whole field what to do next. — tap to centre the map on it
"Scaling" was powerful because it was one word: naming a research direction is what tells a whole field what to do next.
Last stated 11 months ago
25 Nov 2025
IS
Ilya Sutskever — holds since 2025-11-25 — tap for who they are
Same subject: A benchmark result should be reported under a stated budget, or as a curve against test-time compute — never as a single number. — tap to centre the map on it
A benchmark result should be reported under a stated budget, or as a curve against test-time compute — never as a single number.
Last stated 4 months ago
26 Jun 2026
NB
Noam Brown — holds since 2026-06-26 — tap for who they are
Same subject: A lab should spend most of its compute on research rather than on building the next model, because research is where the tenfold yearly efficiency gains come from. — tap to centre the map on it
A lab should spend most of its compute on research rather than on building the next model, because research is where the tenfold yearly efficiency gains come from.
Last stated 7 months ago
13 Mar 2026
DP
Dylan Patel — holds since 2026-03-13 — tap for who they are
Same subject: A company that uses an algorithm to nudge customers into behavior that isn't good for them is doing something bad. — tap to centre the map on it
A company that uses an algorithm to nudge customers into behavior that isn't good for them is doing something bad.
Last stated a year ago
7 Oct 2025
MM
Mr. Money Mustache — holds since 2025-10-07 — tap for who they are
Same subject: A control evaluation that reports under one per cent risk should be read as several per cent, because the evaluation can itself fail. — tap to centre the map on it
A control evaluation that reports under one per cent risk should be read as several per cent, because the evaluation can itself fail.
Last stated 2 years ago
7 May 2024
BS
Buck Shlegeris — holds since 2024-05-07 — tap for who they are
Same subject: A feedback loop that reinforces a behavior pulls it toward whatever improves the loop's own score. — tap to centre the map on it
A feedback loop that reinforces a behavior pulls it toward whatever improves the loop's own score.
Last stated 2 months ago
26 Aug 2026
HK
Henrik Karlsson — holds since 2026-08-26 — 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
An open-weight model is already all anyone needs; it is as good as the frontier models.
Last stated 26 Aug 2026 · 2 months ago
No longer holds David Heinemeier Hansson
Read this korrent →
Similar wording
There is a large and growing gap between open-weight AI models and frontier AI models.
Last stated 29 Mar 2026 · 7 months ago
Holds Chris Wellons
Similar wording
Open models trailing the frontier by a few months is a good arrangement, because the industry needs a common working space it all has access to.
Last stated 20 Mar 2026 · 7 months ago
Holds Andrej Karpathy
Similar wording
Open-weight models are becoming an essential tool for AI diffusion.
Last stated 21 Sept 2026 · a month ago
Holds Nathan Lambert
Similar wording
Countries will adopt open-weight models to get frontier-level AI capability inside controlled, sovereign environments.
Last stated 15 Jul 2026 · 3 months ago
Holds Sriram Krishnan
Similar wording
The AI models causing issues right now are all closed-weight American ones, and they most likely would not cause those issues if open-weight.
Last stated 12 Sept 2026 · a month ago
Holds Armin Ronacher
Similar wording
The local AI niche will end up dominated by whichever open-weight model runs practically fast on high-end consumer hardware, like a Mac or a 'GPU in a box' rig.
Last stated 14 May 2026 · 5 months ago
Holds Salvatore Sanfilippo
Similar wording
Western open-weight models receive significantly more adoption than Chinese models with similar performance-to-size footprints.
Last stated 17 Oct 2026 · 6 days ago
Holds Nathan Lambert
Similar wording
By 2027, open-weight AI models more powerful than today's frontier systems will be downloadable by any country or well-resourced non-state group.
Last stated 19 Aug 2026 · 2 months ago
Holds Derek Thompson
Same subject: OpenAI
A PHP vulnerability found with GPT-5.6 Sol will cause havoc this week.
Last stated 21 Oct 2026 · 2 days ago
Holds Peter Steinberger
Same subject: OpenAI
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 18 Mar 2024 · 3 years ago
Holds Sam Altman
Same subject: OpenAI
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 18 Mar 2024 · 3 years ago
Holds Sam Altman
Same subject: scaling laws
"Scaling" was powerful because it was one word: naming a research direction is what tells a whole field what to do next.
Last stated 25 Nov 2025 · 11 months ago
Holds Ilya Sutskever
Same subject: scaling laws
A benchmark result should be reported under a stated budget, or as a curve against test-time compute — never as a single number.
Last stated 26 Jun 2026 · 4 months ago
Holds Noam Brown
Same subject: scaling laws
A lab should spend most of its compute on research rather than on building the next model, because research is where the tenfold yearly efficiency gains come from.
Last stated 13 Mar 2026 · 7 months ago
Holds Dylan Patel
Same subject: AI alignment
A company that uses an algorithm to nudge customers into behavior that isn't good for them is doing something bad.
Last stated 7 Oct 2025 · a year ago
Holds Mr. Money Mustache
Same subject: AI alignment
A control evaluation that reports under one per cent risk should be read as several per cent, because the evaluation can itself fail.
Last stated 7 May 2024 · 2 years ago
Holds Buck Shlegeris
Same subject: AI alignment
A feedback loop that reinforces a behavior pulls it toward whatever improves the loop's own score.
Last stated 26 Aug 2026 · 2 months ago
Holds Henrik Karlsson