ABR's new Time-Series Processor revolutionizes edge-AI by bringing cloud-sized models to the edge in a small, inexpensive edge AI processor. The ABR TSP is built around a new kind of AI network called the Legendre Memory Unit (LMU). The LMU is superior to the most commercially successful AI algorithm, workhorse of temporal AI, the LSTM, in all aspects, size, performance, latency and representational size. Smaller, faster, lower-power AI for all devices is now possible, enabling full speech embedded interfaces for cameras, cars, IoT devices and consumer electronics and smarter sensors.