Periodic Labs, founded by Liam Fedus (ex-OpenAI VP Research) and Ekin Dogus Cubuk (ex-Google Brain/DeepMind), raises $300M seed valuing at ~$1.5B (Sept 2025). Uses AI to automate hypothesis generation, experiment design, and scientific discovery across materials, chemistry, biology.