Author name: Xutao Mao, Jinman Zhao, Gerald Penn, Cong Wang

arXiv:2605.03354v2 Announce Type: replace
Abstract: 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 write-manage-read loo…

arXiv:2605.03354v1 Announce Type: new
Abstract: 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 write-manage-read loop de…