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Research CarryoverBench, a new arXiv benchmark, shows a single injection written into agent memory or heartbeat files re-fires across sessions with no monotonic decay, and that prompt-level defenses mostly act at write time.
CarryoverBench, a new arXiv benchmark, shows a single injection written into agent memory or heartbeat files re-fires across sessions with no monotonic decay, and that prompt-level defenses mostly act at write time.