Demis Hassabis - Scaling, Superhuman AIs, AlphaZero atop LLMs, Rogue Nations Threat
Dwarkesh Podcast
Efficiency Through Improved World Models
Efficiency in computational tasks can be enhanced by focusing on sample-efficient methods, reusing existing data, and improving world models. Systems like AlphaZero exhibit superior performance compared to traditional brute force methods by considering significantly fewer possible moves due to their richer and more accurate world model, enabling world-class decisions with minimal search.
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