AI has grown beyond human knowledge, says Google's DeepMind unit - Tiernan Ray, ZDnet

"Incredible new capabilities will arise once the full potential of experiential learning is harnessed," write DeepMind scholars David Silver and Richard Sutton in the paper, Welcome to the Era of Experience.The two scholars are legends in the field. Silver most famously led the research that resulted in AlphaZero, DeepMind's AI model that beat humans in games of Chess and Go. Sutton is one of two Turing Award-winning developers of an AI approach called reinforcement learning that Silver and his team used to create AlphaZero. The approach the two scholars advocate builds upon reinforcement learning and the lessons of AlphaZero. It's called "streams" and is meant to remedy the shortcomings of today's large language models (LLMs), which are developed solely to answer human questions.

https://www.zdnet.com/article/ai-has-grown-beyond-human-knowledge-says-googles-deepmind-unit/