Gian Marco and Will interviewed by preLights

Our MULTI-evolve reanalysis was highlighted by preLights

Published

September 10, 2026

Gian Marco and Will spoke with Leonie Brüne for a preLights spotLights episode about our preprint Additive baselines furnish no evidence for epistasis learning by MULTI-evolve. We talk about how the work came together, why additive models are the key baseline when a paper claims to learn epistasis, and directions in machine learning for protein engineering.

Note

For the backstory on the preprint see earlier post, Additivity is all you need?.

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