Sensitive-domain adoption is outpacing safety standards

School policies, AI-deepfake bullying, therapy and companion use, medical-AI evaluation, and operational alignment in autonomous drilling show concrete harms and governance gaps in high-stakes settings. Supervised pilots and calls to limit AI in clinical judgment provide test cases for whether measured, domain-specific oversight can outperform blanket bans or unrestricted deployment.