Reading up on chemistry

A general-purpose AI model rivaled specialized chemistry software on NMR tasks, showing the bottleneck has shifted from model capability to the workflow scaffolding around it.

AI and machine learning are used to digitize smell by mapping odor molecules to perceptual outcomes, enabling prediction and synthesis of scents.

PPG, 3M, and other manufacturers use AI to suggest counterintuitive chemical formulations, speeding product development from weeks to days.