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Ernesto William De Luca

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#artificial intelligence Preprint Oct 2026

When Retrieval Is Not Enough: Obsolete Facts in Agent Memory

Memory-agent benchmarks often collapse retrieval and answer generation into one score, making it hard to tell whether a failure comes from missing an update or from not using an update that was already retrieved. We examine this distinction on the single-hop FactConsolidation task of MemoryAgentBench. With Qwen2.5-7B-I...

Oleeviya Babu Poikarayil, Tony Basil Babu, A. Nahhas et al. · 0 citations

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