Defining and Benchmarking De Novo Design to Build Trust & Reproducibility
Time: 10:00 am
day: Conference Day Two
Details:
- Tackle the lack of consensus on what constitutes “de novo design” — from novel scaffolds to full sequence generation
- Discuss the industry’s skepticism toward early success stories and explore solutions to mitigate data bias and reproducibility concerns
- Propose benchmarking strategies to validate generative pipelines and support reliable progression into experimental testing
