Causal Retention in Interactive Agents: Interface Factorization and Selective Adaptation

Shengjun Zhang, Tingyi Liu, Dong Xie +3

Task performance need not determine which intervention mechanism an agent retains. We study causal retention: whether a frozen learned state answers a mechanism-probe map fixed ind…