Why Protein Design Has Outpaced Small Molecule AI Modeling

Protein design has advanced faster than small‑molecule AI because proteins are built from a limited alphabet and benefit from rich public datasets like the PDB. Small‑molecule modeling faces a much larger chemical space and far less openly available data, much of which remains tied to proprietary pharma programs.