Frances Armstrong, PhD, is an Empirical Analyst and Structuralist focused on the terminal failure points of consensus [cite: 2025-10-20]. Her research leverages extensive data on systemic miscalibration and the resultant material reality of unassimilated forces [cite: 2025-10-20]. Armstrong’s work, which includes the Hyaenic Form as a primary structural symbol, is dedicated to the study of non-negotiable presence and the high-stakes data excluded by rational utility [cite: 2025-10-20]. She publishes selectively [cite: 2025-10-20].