A conceptual representation of the modern political creator ecosystem, illustrating the tension between creative commentary and pervasive audience surveillance. Floating reticles, heart icons, and lock symbols represent how platforms and audiences continuously audit creator interactions to enforce ideological purity and secure subscription market share. 1. Executive Overview and Scope This appendix establishes a critical bridge between the mathematical feedback-loop mechanic