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Serve Robotics is pivoting from a pure hardware manufacturer to a platform provider by launching "Physical AI Services," offering connectivity and data tools to other robotics developers. This strategic shift aims to replicate the AWS model for the robot industry, allowing external companies to leverage Serve's edge computing infrastructure without embedding heavy processing units directly into their machines. The move validates the growing trend of separating robotic control stacks from proprietary hardware to accelerate adoption in uncontrolled environments like farms and warehouses.