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cs.MA2026
When Is a Memory Safe Enough to Act On? Action-Conditioned Verification for Long-Lived Agents
Yiqi Wang, Yifei Wang, Jiaqi Zhang +4
Long-lived agents act on memory carried across sessions, and many of their actions are irreversible, so a stale memory can turn directly into harm. Existing work improves the memor…
cs.MA2026
When Does Execution Provenance Help Agent Memory Retrieval?
Yiqi Wang, Jinqian Ju, Jiaqi Zhang +4
A language agent's execution history can exceed its context window, requiring its memory system to retrieve complete supporting evidence under a hard token budget. Evidence may spa…