The Protein Stability & Formulation conference focuses on understanding and controlling the biophysical behaviors that underpin successful biologic medicines. Sessions will examine aggregation, colloidal stability, and viscosity in complex formats using tools such as machine learning, molecular dynamics, and predictive case studies across antibodies, nanobodies, and multispecifics. Additional talks highlight innovative formulation and delivery strategies—from minimizing aggregates in inhaled biologics to enabling oral delivery of antibodies and long‑acting enzyme therapies.