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Richard Sutton launches Oak Lab - "Our holy grail: A trillion-parameter agent that learns and plans in real-time with 20 watts of energy"

Reddit r/singularity · 2026-07-13 Cached

Richard Sutton launches Oak Lab, a new AI research lab focused on real-time learning and planning algorithms, with the ambitious goal of creating a trillion-parameter agent that operates on just 20 watts of energy.

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#richard-sutton

@phosphenq: He taught machines to learn. He won a Turing Award. Now he says we're building AI all wrong. "We want a path towards in…

X AI KOLs Timeline · 2026-06-23 Cached

Turing Award winner Richard Sutton gives a 71-minute talk at MIT criticizing current AI development and advocating for self-taught, play-based, abstract learning as a path to superintelligence.

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#richard-sutton

@RichardSSutton: The bitter lesson in 26 words: Don’t be distracted by human knowledge, as AI has been historically. Instead focus on me…

X AI KOLs Following · 2026-05-18 Cached

Richard Sutton summarizes his bitter lesson: AI should focus on scalable methods like search and learning rather than on incorporating human knowledge.

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