Microsoft Research has built a prototype analog optical computer using smartphone-grade components that solves complex optimization problems in finance and healthcare while demonstrating potential for running AI workloads at 100x the speed and energy efficiency of current GPUs. Detailed in Nature, this breakthrough could reshape compute-intensive fields.