Towards Trustworthy Report Generation: A Deep Research Agent with Progressive Confidence Estimation and Calibration
arXiv:2604.05952v1 Announce Type: new
Abstract: As agent-based systems continue to evolve, deep research agents are capable of automatically generating research-style reports across diverse domains. While these agents promise to streamline information…