Beyond Market Intelligence/parent documents

parent documents

Beyond Market Intelligence keeps parent documents in one place: one story so far. The section currently leads with “When Search Context Swells, Retrieval Accuracy Drops 40 Points”. Adding 2.68 million distracting passages to a retrieval context drops accuracy by 40 points. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every parent documents story on Beyond Market Intelligence, newest first.

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When Search Context Swells, Retrieval Accuracy Drops 40 Points

Adding 2.68 million distracting passages to a retrieval context drops accuracy by 40 points. That's a reproducible result from testing BM25, embeddings, and parent documents, and it exposes why author-written evals overrate search performance. Answer position matters more than most teams admit. For a deeper look at where these retrieval failures cascade into larger system breakdowns, our piece on why most agentic AI projects fail explores the pattern.