GLOVE: Global Verifier for LLM Memory-Environment Realignment.

arXiv:2601.19249v2 Announce Type: replace Abstract: Most existing memory-enhanced Large Language Model (LLM) approaches implicitly assume that memory validity can be established either through external evaluators that provide task-specific success signals or t