research
Protein function prediction requires tool-use, not just reasoning, new research shows
A new study challenges the assumption that chain-of-thought reasoning translates directly to biological domains. Researchers found that text-only reasoning for protein function prediction produces superficial patterns rather than new biological knowledge. A tool-augmented agent called PFUA achieves 103% average performance improvement by integrating domain-specific tools for verifiable intermediate evidence.