AI RESEARCH
Mem-W: Latent Memory-Native GUI Agents
arXiv CS.LG
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ArXi:2605.09317v1 Announce Type: cross GUI agents are beginning to operate the web, mobile, and desktop as interactive worlds, where successful control depends on carrying forward visual, procedural, and task-level evidence beyond the fleeting present screen. Yet most agents still treat memory as an external, human-readable artifact: histories are summarized, categorized, retrieved, and reinserted as text or structured records before being encoded again by the policy.