Are Agents Ready to Teach? A Multi-Stage Benchmark for Real-World Teaching Workflows.

arXiv:2605.14322v4 Announce Type: replace Abstract: Language agents are increasingly deployed in professional workflows, yet tutoring remains a high-stakes capability that existing evaluations only partially capture. Effective tutor agents require more than pr