§0. Orientation & Constraints Arena: Analysis (Neutral) — This essay examines the structure of a research paper, not the underlying technical problem. Key Line: AI hallucination research conflates epistemological translation (formalizing known constraints) with institutional discovery (documenting novel misalignments), obscuring which problems are fixable and which are fundamental. Philosophical Dependency: The distinction between "translation" and … Continue reading When Translation Masquerades as Discovery: The Dual Structure of AI Hallucination Research