WorkThe story, in brief
Turing Award winner Rich Sutton founds Oak Lab to build AI agents that learn on their own
Turing Award winner Rich Sutton just left academia to build what he calls the fix for 'weak and inefficient' deep learning.
The KeyNews take
Why it matters
A foundational AI researcher and 2024 Turing Award winner is pivoting to entrepreneurship with a new startup focused on continuous learning agents—signaling potential dissatisfaction with current deep learning paradigms and attracting attention to reinforcement learning's next chapter.
The key facts
5 to knowRichard Sutton founded Oak Lab in Toronto
Sutton won 2024 Turing Award
Co-founder of modern reinforcement learning
Focus: AI agents that learn continuously from environment
Sutton's critique: current deep learning methods are 'weak and inefficient'
Go to the source
The Decoderthe-decoder.com
Publisher excerpt: Richard Sutton, 2024 Turing Award winner and co-founder of modern reinforcement learning, has launched a new startup called Oak Lab in Toronto. He calls current deep learning methods "weak and inefficient" and wants to build AI agents that learn continuously from their environment.