Understanding through Homeomorphism

This chapter examines the mathematical concept of homeomorphism and its relevance in modeling and representation. It contrasts statistical models with authentic understanding, using practical examples such as globes and the relationship between a coffee cup and a donut. The discussion also explores the cognitive implications of mismatched models and the internal representations of knowledge in large language models like GPT.