General Instinct describes itself as the deployment layer for physical AI. It compresses frontier vision language models for target silicon, evaluates them on real hardware, and serves them at sub 100 millisecond latency. The company says its system works across robots, drones, humanoids, quadrupeds, AGVs, and AR VR glasses.