The AI Alignment Forum released a survey on condensation, a mathematical theory for organizing world descriptions into conceptual parts. This work builds on Eisenstat's 2025 paper regarding random and latent variable models. It aims to formalize objectivity theorems. Practitioners can use these frameworks to better understand how AI models structure internal representations.