M50 is a new-generation, energy-efficient edge AI chip designed for large-model inference. Built on Houmo.AI’s innovative compute-in-memory architecture, it enables local computing to better protect data privacy. A single M50 can smoothly run large models with up to 120 billion parameters, accelerating the deployment of large models across Agent Computers, smart mobile devices, embodied robots and edge inference systems, and enabling a wide range of edge devices to evolve into intelligent agents.