AINeutralarXiv – CS AI · 6h ago6/10
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Don't Ask the LLM to Track Freshness: A Deterministic Recipe for Memory Conflict Resolution
Researchers demonstrate that deterministic post-retrieval aggregation using serial numbers outperforms LLM-based conflict resolution in memory systems by 10-28 percentage points. The study reveals that the bottleneck in fact-consolidation tasks is assembly logic rather than storage, with implications for building more reliable AI agents that track evolving information.
🧠 GPT-4