Agentic AIs Are the Missing Paradigm for Out-of-Distribution Generalization in Foundation Models
arXiv:2605.06522v1 Announce Type: cross
Abstract: Foundation models (FMs) are increasingly deployed in open-world settings where distribution shift is the rule rather than the exception. The out-of-distribution (OOD) phenomena they face — knowledge b…