Launch HN: General Instinct (YC P26) – Frontier models on edge devices

Hey HN, Guanming and Bill here from General Instinct ( https://general-instinct.com/ ). After years of working in robotics, we kept running into the same problem: the best models never fit the hardware we actually had available. The models that performed best were usually designed around datacenter assumptions: large GPUs, lots of memory bandwidth, and reliable network access. But most physical systems have the opposite constraints. That led us down the path of figuring out how much of a frontie