scientific agents

Agent Rosetta: How an LLM Agent Masters Protein Design for Specialized Scientific Tasks

Researchers introduce Agent Rosetta, an LLM-based agent integrated with the Rosetta software environment to automate complex protein design tasks. The agent achieves performance comparable to specialized ML models and human experts on canonical amino acids, and excels on non-canonical residues where standard ML fails. The study highlights the critical role of environment design in enabling LLM agents to operate specialized scientific software.