Adaptivity Under Realizability Constraints: Comparing In-Context and Agentic Learning
arXiv:2605.04995v1 Announce Type: cross
Abstract: We compare in-context learning with fixed queries and agentic learning with adaptive queries for uniform approximation of task families. We consider two settings: an unrestricted regime, where querying…