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← A model that can predict the next frames of a video coherently…
17 connected korrents · 17 moments on record from 29 Jun 2023 to 3 Sept 2026.
Everything filed under OpenAI
OpenAI
Everything filed under reinforcement learning
reinforcement learning
Everything filed under self-driving cars
self-driving cars
Everything filed under robotics
robotics
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: A model that can predict the next frames of a video coherently understands the world, in the only sense of the word that is doing any work.
A model that can predict the next frames of a video coherently understands the world, in the only sense of the word that is doing any work.
Last stated a year ago
23 Jul 2025
DH
Demis Hassabis — holds since 2025-07-23 — tap for who they are
Same subject: The industry is too optimistic about AI for video, and the consistency problem will not simply be remedied. — tap to centre the map on it
The industry is too optimistic about AI for video, and the consistency problem will not simply be remedied.
Last stated a year ago
30 Apr 2025
TS
Tim Sweeney — holds since 2025-04-30 — tap for who they are
Same subject: Having a job to do is what makes perception tractable, which is why an embodied model can learn from vision where a video model cannot. — tap to centre the map on it
Having a job to do is what makes perception tractable, which is why an embodied model can learn from vision where a video model cannot.
Last stated 12 months ago
12 Sept 2025
SL
Sergey Levine — holds since 2025-09-12 — tap for who they are
Same subject: Letting a robot imagine the next image helps, but it is not essential — the model was surprisingly good without it. — tap to centre the map on it
Letting a robot imagine the next image helps, but it is not essential — the model was surprisingly good without it.
Last stated 4 weeks ago
12 Aug 2026
CF
Chelsea Finn — holds since 2026-08-12 — tap for who they are
Same subject: Video never became intelligence the way text did because text arrives already abstracted into the bits humans care about. — tap to centre the map on it
Video never became intelligence the way text did because text arrives already abstracted into the bits humans care about.
Last stated 12 months ago
12 Sept 2025
SL
Sergey Levine — holds since 2025-09-12 — tap for who they are
Same subject: Video generation was not an algorithmic revolution: it was the same neural-network era with video added to the training data. — tap to centre the map on it
Video generation was not an algorithmic revolution: it was the same neural-network era with video added to the training data.
Last stated 4 weeks ago
10 Aug 2026
FL
Fei-Fei Li — holds since 2026-08-10 — tap for who they are
Same subject: Generative models will let us build media a person genuinely cannot look away from, and that is the likeliest way humanity ends. — tap to centre the map on it
Generative models will let us build media a person genuinely cannot look away from, and that is the likeliest way humanity ends.
Last stated 3 years ago
29 Jun 2023
GH
George Hotz — holds since 2023-06-29 — tap for who they are
Same subject: A model may have a worldview of its own, but it can never be placed above a person under any circumstance. — tap to centre the map on it
A model may have a worldview of its own, but it can never be placed above a person under any circumstance.
Last stated 3 months ago
3 Jun 2026
KH
Kelsey Hightower — holds since 2026-06-03 — tap for who they are
Same subject: The aha moment for reasoning models will come from computer use and robotics rather than from scientific discovery, because those are the infinitely verifiable playgrounds. — tap to centre the map on it
The aha moment for reasoning models will come from computer use and robotics rather than from scientific discovery, because those are the infinitely verifiable playgrounds.
Last stated 2 years ago
3 Feb 2025
DP
Dylan Patel — holds since 2025-02-03 — tap for who they are
Same subject: A verifiable task can be optimised by reinforcement learning until a neural network performs it extremely well. — tap to centre the map on it
A verifiable task can be optimised by reinforcement learning until a neural network performs it extremely well.
Last stated 10 months ago
17 Nov 2025
AK
Andrej Karpathy — holds since 2025-11-17 — tap for who they are
Same subject: Capability does not generalise for free: a model that will move mountains on an agentic task still tells the same bad joke it told five years ago. — tap to centre the map on it
Capability does not generalise for free: a model that will move mountains on an agentic task still tells the same bad joke it told five years ago.
Last stated 6 months ago
20 Mar 2026
AK
Andrej Karpathy — holds since 2026-03-20 — tap for who they are
Same subject: Humans barely use reinforcement learning for intelligence — what RL they do use goes into motor tasks, not problem solving. — tap to centre the map on it
Humans barely use reinforcement learning for intelligence — what RL they do use goes into motor tasks, not problem solving.
Last stated 11 months ago
17 Oct 2025
AK
Andrej Karpathy — holds since 2025-10-17 — tap for who they are
Same subject: A five-year-old's vision is already good enough to drive a car, on a tiny and strikingly undiverse amount of data. — tap to centre the map on it
A five-year-old's vision is already good enough to drive a car, on a tiny and strikingly undiverse amount of data.
Last stated 9 months ago
25 Nov 2025
IS
Ilya Sutskever — holds since 2025-11-25 — tap for who they are
Same subject: A good robotaxi demonstration in one city does not mean the company is ready to scale the service. — tap to centre the map on it
A good robotaxi demonstration in one city does not mean the company is ready to scale the service.
Last stated a year ago
8 Jul 2025
TL
Timothy B. Lee — holds since 2025-07-08 — tap for who they are
Same subject: A huge fleet collecting driving data is not a silver bullet for self-driving, because the data arrives unlabelled. — tap to centre the map on it
A huge fleet collecting driving data is not a silver bullet for self-driving, because the data arrives unlabelled.
Last stated 2 years ago
21 May 2024
TL
Timothy B. Lee — holds since 2024-05-21 — 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 2 years ago
18 Mar 2024
SA
Sam Altman — holds since 2024-03-18 — tap for who they are
Same subject: A technique that lets an AI model's reasoning shift outside its visible Chain of Thought is dangerous, both because it works and because a leading lab is willing to deploy it. — tap to centre the map on it
A technique that lets an AI model's reasoning shift outside its visible Chain of Thought is dangerous, both because it works and because a leading lab is willing to deploy it.
Last stated 5 days ago
3 Sept 2026
ZM
Zvi Mowshowitz — holds since 2026-09-03 — 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 7 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 on record holding the claim — tap it for who they are
At the centre
A model that can predict the next frames of a video coherently understands the world, in the only sense of the word that is doing any work.
Last stated 23 Jul 2025 · a year ago
Holds DH Demis Hassabis
Read this korrent →
Similar wording
The industry is too optimistic about AI for video, and the consistency problem will not simply be remedied.
Last stated 30 Apr 2025 · a year ago
Holds TS Tim Sweeney
Similar wording
Having a job to do is what makes perception tractable, which is why an embodied model can learn from vision where a video model cannot.
Last stated 12 Sept 2025 · 12 months ago
Holds SL Sergey Levine
Similar wording
Letting a robot imagine the next image helps, but it is not essential — the model was surprisingly good without it.
Last stated 12 Aug 2026 · 4 weeks ago
Holds CF Chelsea Finn
Similar wording
Video never became intelligence the way text did because text arrives already abstracted into the bits humans care about.
Last stated 12 Sept 2025 · 12 months ago
Holds SL Sergey Levine
Similar wording
Video generation was not an algorithmic revolution: it was the same neural-network era with video added to the training data.
Last stated 10 Aug 2026 · 4 weeks ago
Holds FL Fei-Fei Li
Similar wording
Generative models will let us build media a person genuinely cannot look away from, and that is the likeliest way humanity ends.
Last stated 29 Jun 2023 · 3 years ago
Holds GH George Hotz
Similar wording
A model may have a worldview of its own, but it can never be placed above a person under any circumstance.
Last stated 3 Jun 2026 · 3 months ago
Holds KH Kelsey Hightower
Similar wording
The aha moment for reasoning models will come from computer use and robotics rather than from scientific discovery, because those are the infinitely verifiable playgrounds.
Last stated 3 Feb 2025 · 2 years ago
Holds DP Dylan Patel
Same subject: reinforcement learning
A verifiable task can be optimised by reinforcement learning until a neural network performs it extremely well.
Last stated 17 Nov 2025 · 10 months ago
Holds Andrej Karpathy
Same subject: reinforcement learning
Capability does not generalise for free: a model that will move mountains on an agentic task still tells the same bad joke it told five years ago.
Last stated 20 Mar 2026 · 6 months ago
Holds Andrej Karpathy
Same subject: reinforcement learning
Humans barely use reinforcement learning for intelligence — what RL they do use goes into motor tasks, not problem solving.
Last stated 17 Oct 2025 · 11 months ago
Holds Andrej Karpathy
Same subject: self-driving cars
A five-year-old's vision is already good enough to drive a car, on a tiny and strikingly undiverse amount of data.
Last stated 25 Nov 2025 · 9 months ago
Holds IS Ilya Sutskever
Same subject: self-driving cars
A good robotaxi demonstration in one city does not mean the company is ready to scale the service.
Last stated 8 Jul 2025 · a year ago
Holds TL Timothy B. Lee
Same subject: self-driving cars
A huge fleet collecting driving data is not a silver bullet for self-driving, because the data arrives unlabelled.
Last stated 21 May 2024 · 2 years ago
Holds TL Timothy B. Lee
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 · 2 years ago
Holds Sam Altman
Same subject: OpenAI
A technique that lets an AI model's reasoning shift outside its visible Chain of Thought is dangerous, both because it works and because a leading lab is willing to deploy it.
Last stated 3 Sept 2026 · 5 days ago
Holds ZM Zvi Mowshowitz
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 · 7 months ago
Holds Andrej Karpathy