Could a processor run Karpathy's 'algorithms of thinking' directly, no giant LLM needed?

McDonaghMatthew · x · 2026-09-04

Reposting @bpcostello's riff on @karpathy's idea that today's models contain an extractable "cognitive machinery": if that machinery could be embedded directly into a processor, AI could run the algorithms of thinking natively in hardware without a giant LLM at the center — a change the author argues would reshape the entire field. The post remains speculative, with no concrete implementation details.

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