Persistent Convolution: A Topological Framework for AI Alignment Testing and Semantic Space Characterization

Tyler Ashoff, Jordan Rodu

Modern opaque AI models prize performance over interpretability, which makes testing difficult. However, formal statistical tests conducted on a model's embedding space can provide…