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3Blue1Brown's new video explains that LLMs are fundamentally compression machines, linking next-token prediction to efficient encoding of human knowledge, which leads to better abstraction and reasoning.
Armin Ronacher (@mitsuhiko) suggests that people should be upfront about their actual understanding of a topic when making pull requests, as AI tools (referred to as 'clanker') make it easy to sound confident without real knowledge.