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← A model that invents an aerial view of the Stanford quad out of…

16 connected korrents · 14 moments on record from 1 Oct 2023 to 4 Sept 2026.

Everything filed under physics physics Everything filed under robotics robotics Everything filed under reinforcement learning reinforcement learning Everything filed under scaling laws scaling laws Same subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subject Read this korrent: A model that invents an aerial view of the Stanford quad out of photographs taken from the ground is generating pixels that still obey the laws of reconstruction. A model that invents an aerial view of theStanford quad out of photographs takenfrom the ground is generating pixels thatstill obey the laws of reconstruction. Last stated 4 days ago 4 Sept 2026 FL Fei-Fei Li — holds since 2026-09-04 — tap for who they are Same subject: Atlas is the first model to unify pixel generation and pixel reconstruction, two tracks computer vision has kept apart for over half a century. — tap to centre the map on it Atlas is the first model to unifypixel generation and pixelreconstruction, two tracks computervision has kept apart for over halfa century. Last stated 4 days ago 4 Sept 2026 FL Fei-Fei Li — holds since 2026-09-04 — 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 nextimage helps, but it is not essential— the model was surprisingly goodwithout it. Last stated 4 weeks ago 12 Aug 2026 CF Chelsea Finn — holds since 2026-08-12 — tap for who they are Same subject: Current AI struggles even to rediscover old laws of physics from data, and when it does, contamination from training is the first suspect. — tap to centre the map on it Current AI struggles even torediscover old laws of physics fromdata, and when it does,contamination from training is thefirst suspect. Last stated a year ago 14 Jun 2025 TT Terence Tao — holds since 2025-06-14 — tap for who they are Same subject: Generating pixels was the easy step; generating pixels that are spatially contextualised and grounded is the hard one. — tap to centre the map on it Generating pixels was the easy step;generating pixels that are spatiallycontextualised and grounded is thehard one. Last stated 4 days ago 4 Sept 2026 FL Fei-Fei Li — holds since 2026-09-04 — 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 analgorithmic revolution: it was thesame neural-network era with videoadded 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: The scaling law for world models was a conviction held in advance, not a discovery; the devils were always in the architecture choices and the data mixture. — tap to centre the map on it The scaling law for world models wasa conviction held in advance, not adiscovery; the devils were always inthe architecture choices and thedata mixture. Last stated 4 days ago 4 Sept 2026 FL Fei-Fei Li — holds since 2026-09-04 — tap for who they are Same subject: AI will not run out of data, because there is already enough real-world data to build the simulators that generate more of it. — tap to centre the map on it AI will not run out of data, becausethere is already enough real-worlddata to build the simulators thatgenerate more of it. Last stated a year ago 23 Jul 2025 DH Demis Hassabis — holds since 2025-07-23 — tap for who they are Same subject: A far-fetched idea earns its place in physics only when you can go out and look for its observational consequences. — tap to centre the map on it A far-fetched idea earns its placein physics only when you can go outand look for its observationalconsequences. Last stated 3 years ago 3 Dec 2023 LR Lisa Randall — holds since 2023-12-03 — tap for who they are Same subject: A frontier lab should not spend its researchers harvesting results out of today's models; the payoff is in building the next one. — tap to centre the map on it A frontier lab should not spend itsresearchers harvesting results outof today's models; the payoff is inbuilding the next one. Last stated 2 months ago 26 Jun 2026 NB Noam Brown — holds since 2026-06-26 — tap for who they are Same subject: A theory of everything would not finish physics: Turing and Church laid down computation's theory of everything in the 1930s and we have spent ninety years exploring the consequences. — tap to centre the map on it A theory of everything would notfinish physics: Turing and Churchlaid down computation's theory ofeverything in the 1930s and we havespent ninety years exploring theconsequences. Last stated 5 months ago 7 Apr 2026 MN Michael Nielsen — holds since 2026-04-07 — tap for who they are Same subject: A highly dynamic economy that cheaply mass-produces robots may increase rather than decrease the risk of Malthusian resource dilemmas. — tap to centre the map on it A highly dynamic economy thatcheaply mass-produces robots mayincrease rather than decrease therisk of Malthusian resourcedilemmas. Last stated 3 years ago 1 Oct 2023 TC Tyler Cowen — holds since 2023-10-01 — tap for who they are Same subject: A humanoid robot is the wrong tool on a factory floor, because a machine specialised in the task beats it. — tap to centre the map on it A humanoid robot is the wrong toolon a factory floor, because amachine specialised in the taskbeats it. Last stated a year ago 6 Apr 2025 MH Molson Hart — holds since 2025-04-06 — tap for who they are Same subject: A physical AI agent has to be safe on day one, because you cannot ship something merely good enough and let users find the edge cases. — tap to centre the map on it A physical AI agent has to be safeon day one, because you cannot shipsomething merely good enough and letusers find the edge cases. Last stated a month ago 3 Aug 2026 DD Dmitri Dolgov — holds since 2026-08-03 — 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 optimisedby reinforcement learning until aneural network performs it extremelywell. 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 forfree: a model that will movemountains on an agentic task stilltells the same bad joke it told fiveyears 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 reinforcementlearning for intelligence — what RLthey 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
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At the centre A model that invents an aerial view of the Stanford quad out of photographs taken from the ground is generating pixels that still obey the laws of reconstruction. Last stated 4 Sept 2026 · 4 days ago Holds Fei-Fei Li Read this korrent →