Budget-Aware Agentic Routing via Boundary-Guided Training

Caiqi Zhang, Menglin Xia, Xuchao Zhang +5

As large language models (LLMs) evolve into autonomous agents that execute long-horizon workflows, invoking a high-capability model at every step becomes economically unsustainable…