Compression and Science
Marcus Hutter explains how compression is the key to finding short programs for data or phenomenon, and how it is essentially the same as understanding and prediction. He also discusses how all of science is about compression, and how experimental design is used to gain extra knowledge.In this clip
From this podcast

Lex Fridman Podcast
Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI | Lex Fridman Podcast #75
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