For some devices, you may need a Jet$on Thor or even a BLE-connected smart phone to run your LLMs and World/Physics Model API servers, but the other end of the spectrum are these Hailo chips that are good at realtime context classifiers that unlock context-aware automations. The new Hailo 10 may help eliminate some cases where your drone, wheelchair, skateboard or whatever might need to (but can't reliably) talk to an external API server (due to RFi, thermals, power, etc.) https://hailo.ai/lp/the-worlds-best-performing-ai-processor-...