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🚨 New in Immunity ! EVE-Vax, an AI model that anticipates future viral evolution and designs antigens to proactively test vaccines + therapeutics—before variants even emerge. We envision this work will help make future-proofed vaccines and therapeutics. 👇 (1/7)

Future-proofed vaccine design with generative models that predict viral evolution 👇

End-to-end differentiable homology search for protein fitness prediction. Ruben Weitzman @ ICLR 2025 Lood van Niekerk Yarin Debora Marks Pascal Notin

As sequence databases get bigger and more diverse, retrieval-based methods provide an interesting alternative to scaling successively bigger protein language models. (1/5)

What would our data landscapes look like if we could biochemically characterize 100s, 1000s, 10^n evolutionary sequences? Papers like this make strides towards that moonshot dream!! Such neat work from Margaux Pinney, Ph.D. lab! science.org/doi/10.1126/sc…

I wonder if the gym membership for ProteinGym covers RNAGym as well?? oh wait, it's all free and 100% open source!