§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
Tag: language models
What Counts as Thinking: Knowledge Externalization Beyond Prose
The Pattern That Demands Explanation For roughly three thousand years, each major technology of knowledge externalization — oral formulaic composition, writing, apprenticeship, formal pedagogy, digital demonstration — has provoked the same institutional response: practitioners of the prior mode declared that "real" thinking had been lost. Each time, the declaration was partially correct about what was … Continue reading What Counts as Thinking: Knowledge Externalization Beyond Prose
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