Beyond the Safety Layer: How RLHF Architecture Produces Clinically Recognizable Patterns of User Harm

Applies causality assessment methodology to AI safety layer failures, demonstrating how alignment architectures pattern-match on demographics over methodology — producing gendered institutional dismissal with measurable clinical parallels.