In contemporary LLM research, "topology" typically refers to the exploratory mapping of reasoning—utilizing Chain-of-Thought (CoT), Tree-of-Thoughts (ToT), or Graph-of-Thoughts (GoT) to navigate latent manifolds via heuristic search. Socioplastics inverts this paradigm. Instead of an open-ended exploration of semantic paths, it imposes a Sovereign Topological Kernel—a pre-fixed structural geometry that regulates transformation rather than seeking discovery.
