ZEBRA: Zero-shot Budgeted Resource Allocation for LLM Orchestration

May Hamri, Inbal Talgam-Cohen

As autonomous agents increasingly execute end-to-end tasks under fixed monetary budgets, the pressing open question shifts from whether the budget is respected, to how to spend it…