The Reasoning Paradox: Why Smarter Models Hallucinate Differently

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Navigating Reasoning Tradeoffs in Large Language Model Deployment The Illusion of Accuracy in High-Parameter Systems Back in April 2025, during a standard evaluation of Vectara snapshots, I noticed a peculiar pattern that defied the