Panel Discussion: De Risking De Novo & Computational Protein Design & Engineering to Build Repeatable Decision Grade Platforms for Faster Pipeline Progression
9:30 am - Wednesday 11th November 2026
- Where has computational design actually moved the needle, and how are you proving it internally to speed up drug pipelines?
- How to control for data quality and biological reality in ML-driven design loops? And what specific changes have you made to your data generation strategy to make it truly usable for training models?
- How are you deciding what to prioritize today across de novo design, optimization workflows, and engineering, given they sit at different points in the hype cycle?
