Yanjie Song

CAST-DRO: Cognition-aware service triage with configurable risk adjustment for resource-constrained AI information services

AI information service platforms must allocate heterogeneous requests across models, memory, clarification, and human review under joint resource constraints. We develop CAST, a cognition-aware five-action service-triage framework; CAST-ERM learns group-level empirical allocations, and CAST-DRO adds a configurable mean...