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TRACE: Accountable Source Discovery in Digital Archives

Advanced Retrieval, memory, and production RAG

Archive Retrieval and Source Accountability: Part 1 , Note: Oct 7, 2026 , Paper: 2026 , AI Systems

TRACE turns retrieval over OCR-degraded French archives into an inspectable agent workflow: corpus-targeted decomposition, fused search, deferred relevance decisions, and cross-question reranking. Read its results on 1,752 questions alongside the limits of the public data version, internal deployment claims, and cost estimate.

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