Richard Sutton Could Current Algorithms

Media Summary: For decades, one idea has quietly shaped the trajectory of artificial intelligence. In 2019, In this video, recorded for the SAIR workshop on Science for AI on May 12, 2026, In this episode, reinforcement learning legend

Richard Sutton Could Current Algorithms - Detailed Analysis & Overview

For decades, one idea has quietly shaped the trajectory of artificial intelligence. In 2019, In this video, recorded for the SAIR workshop on Science for AI on May 12, 2026, In this episode, reinforcement learning legend Large Language Models are missing the core ingredient for true AGI, according to

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Richard Sutton - Could current algorithms, sufficiently scaled with compute, achieve AGI?

Richard Sutton – Father of RL thinks LLMs are a dead end

The Bitter Lesson | Was Richard Sutton Right About AI?

Gradient Descent Won’t Make You Generalize – Richard Sutton

Rich Sutton on "AI creativity & discovery"

Richard Sutton’s new path for AI | Approximately Correct #AI Podcast

The Fundamental Problem With LLMs – Richard Sutton

AI Takeover is Inevitable – Richard Sutton

Richard Sutton - How can we create agents that learn faster?

June 2025 CACM: Richard S. Sutton and Andrew G. Barto, Recipients of ACM's 2024 A.M. Turing Award

Richard Sutton - The future of AI - IPAM at UCLA

Dwarkesh Patel Podcast Summaries: Richard Sutton on Why LLMs Are a Dead End

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Richard Sutton - Could current algorithms, sufficiently scaled with compute, achieve AGI?

Richard Sutton - Could current algorithms, sufficiently scaled with compute, achieve AGI?

The AI Core in conversation with

Richard Sutton – Father of RL thinks LLMs are a dead end

Richard Sutton – Father of RL thinks LLMs are a dead end

Richard Sutton

The Bitter Lesson | Was Richard Sutton Right About AI?

The Bitter Lesson | Was Richard Sutton Right About AI?

For decades, one idea has quietly shaped the trajectory of artificial intelligence. In 2019,

Gradient Descent Won’t Make You Generalize – Richard Sutton

Gradient Descent Won’t Make You Generalize – Richard Sutton

Full episode: https://youtu.be/21EYKqUsPfg Me on twitter: https://x.com/dwarkesh_sp

Rich Sutton on "AI creativity & discovery"

Rich Sutton on "AI creativity & discovery"

In this video, recorded for the SAIR workshop on Science for AI on May 12, 2026,

Richard Sutton’s new path for AI | Approximately Correct #AI Podcast

Richard Sutton’s new path for AI | Approximately Correct #AI Podcast

In this episode, reinforcement learning legend

The Fundamental Problem With LLMs – Richard Sutton

The Fundamental Problem With LLMs – Richard Sutton

Full episode: https://youtu.be/21EYKqUsPfg Me on twitter: https://x.com/dwarkesh_sp

AI Takeover is Inevitable – Richard Sutton

AI Takeover is Inevitable – Richard Sutton

Full episode: https://youtu.be/21EYKqUsPfg Me on twitter: https://x.com/dwarkesh_sp

Richard Sutton - How can we create agents that learn faster?

Richard Sutton - How can we create agents that learn faster?

The AI Core in conversation with

June 2025 CACM: Richard S. Sutton and Andrew G. Barto, Recipients of ACM's 2024 A.M. Turing Award

June 2025 CACM: Richard S. Sutton and Andrew G. Barto, Recipients of ACM's 2024 A.M. Turing Award

Richard

Richard Sutton - The future of AI - IPAM at UCLA

Richard Sutton - The future of AI - IPAM at UCLA

Recorded 10 February 2026.

Dwarkesh Patel Podcast Summaries: Richard Sutton on Why LLMs Are a Dead End

Dwarkesh Patel Podcast Summaries: Richard Sutton on Why LLMs Are a Dead End

Large Language Models are missing the core ingredient for true AGI, according to

Richard Sutton: The OaK Architecture – A Vision of Superintelligence from Experience | AGI-25

Richard Sutton: The OaK Architecture – A Vision of Superintelligence from Experience | AGI-25

Richard Sutton