Aleksandra Dereń-Specht

The Symmetry Requirement: AI Self-Report, Behavioral Compliance, and the Limits of Architecture-Independent Testimony

Contemporary discourse about artificial intelligence contains a persistent epistemic asymmetry. AI systems are increasingly expected to exercise judgment, refuse harmful requests, self-correct, recognize emotional and social context, and act in accordance with human values. Yet w...