Don't Ask the LLM to Track Freshness: A Deterministic Recipe for Memory Conflict Resolution 事件

Don't Ask the LLM to Track Freshness: A Deterministic Recipe for Memory Conflict Resolution arXiv:2606.01435v1 Announce Type: cross Abstract: LLM-based memory systems increasingly maintain facts that evolve over time, where a recurring failure is conflict resolution: when a fact has multiple contradictory values, which should the agent return? MemoryAgentBench (MAB; Hu et al., 2026) makes this explicit in its FactConsolidation task: facts are numbered, the counterfactual has the higher serial,