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When Is a Memory Safe Enough to Act On? Action-Conditioned Verification for Long-Lived Agents
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 memory itself --- retrieving, refreshing, or reconciling entries --- yet whether an entry must be re-checked before acting is
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