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← AI systems are getting good at performing increasingly automated…
17 connected korrents · 16 moments from 12 Aug 2023 to 21 Oct 2026.
Everything filed under LLMs
LLMs
Everything filed under OpenAI
OpenAI
Everything filed under AI alignment
AI alignment
Everything filed under recursive self-improvement
recursive self-improvement
Everything filed under AGI
AGI
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: AI systems are getting good at performing increasingly automated science, as they already have at automated AI R&D.
AI systems are getting good at performing increasingly automated science, as they already have at automated AI R&D.
Last stated 4 weeks ago
5 Oct 2026
JC
Jack Clark — holds since 2026-10-05 — tap for who they are
Same subject: As AI systems get better at scientific research tasks, it becomes more likely they will soon be capable of improving and building themselves. — tap to centre the map on it
As AI systems get better at scientific research tasks, it becomes more likely they will soon be capable of improving and building themselves.
Last stated 2 months ago
17 Aug 2026
JC
Jack Clark — holds since 2026-08-17 — tap for who they are
Same subject: AI research will be fully automated around 2030 or 2031, and AI will beat humans at essentially any job by about 2033. — tap to centre the map on it
AI research will be fully automated around 2030 or 2031, and AI will beat humans at essentially any job by about 2033.
Last stated 3 months ago
11 Aug 2026
RG
Ryan Greenblatt — holds since 2026-08-11 — tap for who they are
Same subject: The pace of progress in AI, and in science as a whole, should be expected to speed up in the coming years. — tap to centre the map on it
The pace of progress in AI, and in science as a whole, should be expected to speed up in the coming years.
Last stated 2 weeks ago
19 Oct 2026
JC
Jack Clark — holds since 2026-10-19 — tap for who they are
Same subject: AI systems built to automate science may be about to dramatically speed up the pace of scientific discovery. — tap to centre the map on it
AI systems built to automate science may be about to dramatically speed up the pace of scientific discovery.
Last stated a month ago
28 Sept 2026
JC
Jack Clark — holds since 2026-09-28 — tap for who they are
Same subject: If AI systems can truly accelerate human scientists, we should prepare for a boom in demand for parts of the scientific supply chain. — tap to centre the map on it
If AI systems can truly accelerate human scientists, we should prepare for a boom in demand for parts of the scientific supply chain.
Last stated 4 weeks ago
5 Oct 2026
JC
Jack Clark — holds since 2026-10-05 — 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 is likely to become a more relevant issue before 2028. — tap to centre the map on it
AI is likely to become a more relevant issue before 2028.
Last stated 3 weeks ago
6 Oct 2026
NS
Nate Silver — holds since 2026-10-06 — tap for who they are
Same subject: AI research is on a good trajectory overall — good for science and good for society — and existential concerns will only become relevant in the distant future. — tap to centre the map on it
AI research is on a good trajectory overall — good for science and good for society — and existential concerns will only become relevant in the distant future.
Last stated 3 years ago
12 Aug 2023
YB
Yoshua Bengio — holds since 2023-08-12 — tap for who they are
YB
Yoshua Bengio — no longer holds since 2023-08-12 — tap for who they are
Same subject: A country outside the AI supply chain should just buy the index — which works only in the world where AI ends up commoditised rather than concentrated. — tap to centre the map on it
A country outside the AI supply chain should just buy the index — which works only in the world where AI ends up commoditised rather than concentrated.
Last stated 5 months ago
4 Jun 2026
AI
Alex Imas — holds since 2026-06-04 — tap for who they are
Same subject: A language model is no substitute for a well-specified conventional algorithm, so it cannot simply be dropped into a complex problem and trusted. — tap to centre the map on it
A language model is no substitute for a well-specified conventional algorithm, so it cannot simply be dropped into a complex problem and trusted.
Last stated a year ago
7 Jun 2025
GM
Gary Marcus — holds since 2025-06-07 — tap for who they are
Same subject: A model that could learn effectively from raw bitstrings or bytestrings would be extremely powerful, able to learn from any data modality — tap to centre the map on it
A model that could learn effectively from raw bitstrings or bytestrings would be extremely powerful, able to learn from any data modality
Last stated 3 years ago
10 Oct 2023
CH
Chip Huyen — holds since 2023-10-10 — 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 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 a week 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 faded, dashed ring: they no longer hold it — they changed their mind
At the centre
AI systems are getting good at performing increasingly automated science, as they already have at automated AI R&D.
Last stated 5 Oct 2026 · 4 weeks ago
Holds Jack Clark
Read this korrent →
Similar wording
As AI systems get better at scientific research tasks, it becomes more likely they will soon be capable of improving and building themselves.
Last stated 17 Aug 2026 · 2 months ago
Holds Jack Clark
Similar wording
AI research will be fully automated around 2030 or 2031, and AI will beat humans at essentially any job by about 2033.
Last stated 11 Aug 2026 · 3 months ago
Holds Ryan Greenblatt
Similar wording
The pace of progress in AI, and in science as a whole, should be expected to speed up in the coming years.
Last stated 19 Oct 2026 · 2 weeks ago
Holds Jack Clark
Similar wording
AI systems built to automate science may be about to dramatically speed up the pace of scientific discovery.
Last stated 28 Sept 2026 · a month ago
Holds Jack Clark
Similar wording
If AI systems can truly accelerate human scientists, we should prepare for a boom in demand for parts of the scientific supply chain.
Last stated 5 Oct 2026 · 4 weeks ago
Holds Jack Clark
Similar wording
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 11 Aug 2026 · 3 months ago
Holds Ryan Greenblatt
Similar wording
AI is likely to become a more relevant issue before 2028.
Last stated 6 Oct 2026 · 3 weeks ago
Holds Nate Silver
Similar wording
AI research is on a good trajectory overall — good for science and good for society — and existential concerns will only become relevant in the distant future.
Last stated 12 Aug 2023 · 3 years ago
No longer holds Yoshua Bengio
Same subject: AGI
A country outside the AI supply chain should just buy the index — which works only in the world where AI ends up commoditised rather than concentrated.
Last stated 4 Jun 2026 · 5 months ago
Holds Alex Imas
Same subject: AGI
A language model is no substitute for a well-specified conventional algorithm, so it cannot simply be dropped into a complex problem and trusted.
Last stated 7 Jun 2025 · a year ago
Holds Gary Marcus
Same subject: AGI
A model that could learn effectively from raw bitstrings or bytestrings would be extremely powerful, able to learn from any data modality
Last stated 10 Oct 2023 · 3 years ago
Holds Chip Huyen
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 · 4 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 PHP vulnerability found with GPT-5.6 Sol will cause havoc this week.
Last stated 21 Oct 2026 · a week 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
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 · 9 months ago
Holds Andrej Karpathy