2 papers
cs.AI2026
Trial by Trace: Benchmarking AI Agent Harnesses for Reliability and Failure Attribution
Zhiyong Cao, Hengjie Zhu, Yongxin Wang +20
LLM agents are increasingly used to solve real-world problems, and their effectiveness depends on both the underlying models and the harnesses that support their operation. However…
cs.AI2026
SimRPD: Optimizing Recruitment Proactive Dialogue Agents through Simulator-Based Data Evaluation and Selection
Zhiyong Cao, Dunqiang Liu, Qi Dai +9
Task-oriented proactive dialogue agents play a pivotal role in recruitment, particularly for steering conversations towards specific business outcomes, such as acquiring social-med…