τ-Emotion-Bench: Exposing the Interaction Fragility of LLM Agents through Real-World User Emotions Paper • 2610.19560 • Published 2 days ago • 16
FAMA: Failure-Aware Meta-Agentic Framework for Open-Source LLMs in Interactive Tool Use Environments Paper • 2604.25135 • Published Apr 28 • 12