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Simpler chunking methods often outperform complex ones, challenging the assumption that more sophisticated approaches yield better retrieval results.
The core assumption that user behavior reveals intent breaks down when AI agents are privately configured by humans, creating a fundamental identifiability problem for information retrieval.