The Challenge of Integrating LLMs with IoT Infrastructures  The rapid advancement of Large Language Models (LLMs) has transformed artificial intelligence capabilities in natural language understanding, generation, and reasoning. Meanwhile, the proliferation of Internet-of-Things (IoT) devices promises pervasive sensing and actuation in smart environments. But bridging these two technologies—scaling large AI models to effectively control and interact with an expansive, heterogeneous IoT infrastructure—presents profound challenges.  IoT devices exhibit extreme hardware and protocol heterogeneity, ranging from low-power microcontrollers to more powerful edge nodes. Coordinating such diverse endpoints through natural language or intelligent commands requires a flexible, standardized communication protocol. Additionally, real-time responsiveness…

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