The dream of truly personal, private, and instantaneous AI has always been bottlenecked by a single, massive problem: hardware constraints.

We want Large Language Models (LLMs) like Gemini Nano to run locally on our phones, not in a distant data center. But there is a fundamental tension at play. Deep neural networks are massive, power-hungry...