Moderators: Please change the link; feels kind of unethical to bait someone into paying for this now.
They do a great job capturing the "Move 37" moment: https://youtu.be/WXuK6gekU1Y?t=2993
That said Deepmind are doing a spin-off making drugs https://www.isomorphiclabs.com/
AI for science is much bigger than RL or Generative AI in science.
There are several classes of models Like operator learning, physics informed neural networks, Fourier operators
That perform magnificently well and have killer applications in various industrial settings
Do read the attached paper if you're curious about AI in science