tl;dr: Discovery Loop is a new startup founded by Jeff Dean, Sanjay Ghemawat, Quoc Le, and Oriol Vinyals aiming to automate scientific and engineering experimental loops using frontier AI models and large-scale compute. The company will initially focus on automating ML research itself, then apply the resulting capabilities to broader domains like drug discovery, solar energy, and clean water — targeting NAE Grand Challenges.