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arxiv_cs_cl · Oct 29, 2026 · paper
arxiv.orgOct 29, 2026
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In brief
Financial AI workflows that reuse investor knowledge need persistent memory that integrates observations across sources and periods without losing identity or provenance. In a knowledge graph, recurring observations may use different surface forms, fragmenting relationship histor