Two Substack publications serving distinct purposes within the broader research program.
The formal research archive. Published analyses, methodological development, and the documented evidence base underpinning the AI safety evaluation framework.
Cultural criticism, structural analysis, and the personal voice behind the research. Connects reality TV dynamics, media tropes, and institutional patterns to the broader arguments.
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.