Abhishaike Mahajan recently wrote an excellent piece on how generative ML in chemistry is bottlenecked by synthesis ( disclaimer: I gave some comments on the piece, so I may be biased ). One of the common reactions to this piece has been that self-driving labs and robotics will soon solve this problem—this is a pretty common sentiment, and one that I’ve heard a lot.