SAGE: A Novelty Gate for Efficient Memory Evolution in Agentic LLMs

Sijia Wang, Dhanajit Brahma, Ricardo Henao

Agentic LLMs must continuously decide whether newly extracted facts should be added, merged with existing memories, or ignored, yet prior work has focused more on retrieval and sto…