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machine learning15 min read

The Chunking Dilemma: Why RAG Fails Before Retrieval Even Starts

Why 80% of enterprise RAG failures happen before retrieval starts. Learn the Goldilocks chunking dilemma, 512-token truncation, and production splitting rules.

The Chunking Dilemma: Why RAG Fails Before Retrieval Even Starts

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Originally published by Towards AI on Oct 7, 2026.

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