Designing Agentic AI Workflow Portfolios under Imperfect Selection and Compute Cost
This work studies a portfolio-and-selector paradigm in which a firm runs multiple workflow executions and selects the final answer after observing their outputs, and derives a finite-dimensional dual and an ellipsoid method using a pricing oracle to identify workflows with high weighted accuracy net of recurring comput...