Transparency on Trial: The Philosophical Contradictions of Algorithmic Explainability in American Science
Regulatory mandates requiring AI systems to explain their decisions have introduced a profound epistemological crisis into American scientific institutions. The demand for algorithmic transparency resurrects ancient questions about what constitutes legitimate scientific authority, yet algorithms possess none of the narrative resources that historically allowed human scientists to satisfy such demands. This article examines the philosophical stakes of explainability requirements and what they rev