All intelligence is is search over Turing machines
13 November 2024 (Dwarkesh Podcast). Gwern Branwen, pseudonymous researcher and writer, describing his theory of intelligence in a November 2024 Dwarkesh Podcast interview with Dwarkesh Patel, recorded in person and shown through an avatar to protect his anonymity.
Gwern — Anonymous writer who predicted AI trajectory on $12K/year salary
AI and philosophy · AI and science · 2024
Who else?
What it refers to: The success of scaling in AI, read as showing that learning is searching over more and longer Turing machines rather than one general master algorithm.
Other voices
- “Universal intelligence is in no way anthropocentric” Shane Legg and Marcus Hutter,
- “We are born with extremely little knowledge about the world” Francois Chollet,
- “The brain is an existence proof that general intelligence is possible at all” Demis Hassabis, Builder,
- “Statistics and machine learning in action, with nothing mystical behind it” Teppo Felin, Researcher,
- “I challenge the claim that next-token prediction cannot surpass human performance” Ilya Sutskever, Builder,
- “AI is currently split” Judea Pearl,










