What Happens Inside Agent Memory? Circuit Analysis from Emergence to Diagnosis

Xutao Mao, Jinman Zhao, Gerald Penn +1

Agent memory failures are silent: an LLM-based agent can produce a fluent response even when it fails to extract, retain, or retrieve the information needed across sessions. The wr…