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1. Introduction: The Cognitive Dissonance of Benchmark Excellence The release of OpenAI’s o1 series, specifically the o1-preview and o1-mini models, has precipitated a distinct and quantifiable schism within the artificial intelligence community. This divide is characterized not by a disagreement over raw capability, but by a fundamental cognitive dissonance between Read more