Unverified50% confidenceSolutionExact time
The Adjudicated Query pattern externalizes judgment logic to a deterministic rules engine, thereby avoiding the problems of approximate matching in vector retrieval and the non-reproducibility of probabilistic sampling in LLMs.
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10/4/2026
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