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Towards Data Science
Saturday, May 30, 2026
angela shi

Embeddings Aren’t Magic: The Predictable Failure Modes of RAG Retrieval

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Enterprise Document Intelligence [Vol.

1 #2] Why the same vector search that handles synonyms and paraphrase silently fails on negation, exact identifiers, and your company’s acronyms, and what to use when it does.

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