Raspberry Pi recently launched Raspberry Pi Pico, built on its RP2040 silicon platform. In this presentation, we give an overview of the RP2040 architecture and feature set, describe current results and ongoing work in executing inference workloads on the platform, and speculate on future opportunities for lightweight acceleration of inference on microcontroller-class platforms.