Escaping the Self-Confirmation Trap: An Execute-Distill-Verify Paradigm for Agentic Experience Learning Paper • 2606.24428 • Published 10 days ago • 52 • 3
When Lower Privileges Suffice: Investigating Over-Privileged Tool Selection in LLM Agents Paper • 2606.20023 • Published 15 days ago • 4 • 2
Model-Adaptive Tool Necessity Reveals the Knowing-Doing Gap in LLM Tool Use Paper • 2605.14038 • Published May 13 • 15 • 4