SEP 10, 2026 · PREPRINT
From Protocols to Evidence: Bounded Claims for AI in Service of the Common Good
arXiv
A normative framework and conceptual analysis addressing governance of AI systems through protocols, institutional accountability, and bounded claims—guidance rather than empirical evidence of clinical or technical outcomes.