Learning from Contrasts: Synthesizing Reasoning Paths from Diverse Search Trajectories Paper • 2604.11365 • Published Apr 13 • 1
ToolSafe: Enhancing Tool Invocation Safety of LLM-based agents via Proactive Step-level Guardrail and Feedback Paper • 2601.10156 • Published Jan 15 • 26