alignment-tax

SDOF is a framework that treats multi-agent execution as a constrained state machine, using an online-RLHF specialized intent router and state-aware dispatcher to enforce business process stage constraints, achieving 86.5% task completion on a recruitment system with 6,000+ enterprises.