WorkFactory: Turning Professional Intents into Executable Work for Scalable Agent Training.

arXiv:2610.37161v1 Announce Type: new Abstract: Scaling supervised training for working agents requires diverse professional tasks that yield reliable expert demonstrations. However, missing or inconsistent task information can obstruct teacher execution and w