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TuyaOpen introduces an open-source A-IoT operating system designed for the Physical AI era, shifting from device connectivity to autonomous, thinking agents. It features a native multi-modal AI stack and a standardized Model Context Protocol, enabling LLMs to control hardware on embedded devices. The system supports a unified hardware abstraction layer, edge-cloud-device inference, and TClaw for running ReAct agent loops on low-cost MCUs, with real-world applications like AI fridges and companion robots already in mass production.