Reinforcement Learning, Nuclear Fusion, ChatGPT, Machine Learning, Deepmind.
design their TPU accelerators for training AI models. The main idea here is to use RL to optimise placement of circuit elements on the chip to optimise for power and performance. The model is able to generate optimised chip layouts in a few hours as compared to the human experts ( 100s of them )