arxivcs.AIcs.CL2026-07-06
Memory in the Loop: In-Process Retrieval as Extended Working Memory for Language Agents
Language agents run a loop - observe, reason, act - but the memory they reason over sits outside it: a store queried at most once per turn. We study the regime where memory moves inside the loop, read and written on every step. The obstacle has always been latency: networked stor…