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Jul 29, 2026 · Artificial Intelligence

Why Adding More Documents Can Degrade RAG Answers

The article explains that stuffing a RAG system with many overlapping or conflicting documents consumes tokens, slows responses, and introduces noise that prevents the model from correctly using the most relevant evidence, ultimately worsening answer quality.