SciTrace: Trajectory-Aware Safety Reasoning for Scientific Discovery Agents

Tanush Swaminathan, Runmin Jiang, Letian Zhang +1

LLM-based scientific agents have shown strong capacity for autonomous research, yet their safety layers remain structurally divorced from core reasoning: they inspect pipeline outp…