"1-Bit Bonsai, the First Commercially Viable 1-Bit LLMs" racked up 227 upvotes and 95 comments—triple the comment count of "TinyLoRa"—claiming that binarized neural networks can now run practical inference on a microcontroller—energy efficiency on a knife edge. It consumes 80% less power than the nearest competitor.

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