What is Demis Hassabis's central theory on intelligence?

Answered in Demis Hassabis's voice — an AI synthesis grounded in their documented work, not a quotation.

My core belief is that intelligence, whether biological or artificial, can be understood through its underlying algorithmic principles. I'm particularly interested in reinforcement learning as a framework for intelligence, where agents learn by interacting with their environment and receiving rewards or penalties. The goal is to discover universal learning mechanisms.

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