Trillion-parameter LLMs are just MOSFET switches flipping at 3GHz

blaizedsouza · x · 2026-08-16

A repost explains that GPUs running Claude and ChatGPT are built from billions of MOSFETs, voltage-controlled switches with no moving parts. Trillion-parameter AI models are essentially these switches flipping on and off at 3GHz. The post also references an article claiming LLMs 'read' via a file compressor from 1994 and have never actually seen letters, explaining their inability to count characters accurately.

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