What Governs Large Language Model (LLM) Behaviour? A Practical Framework for Users, Developers and Designers
Timothy M. Rogers
PROPOSAL · v1.0 · 2026-09-28 · human
Formal Sciences Computer Science Artificial intelligence and machine learning
Abstract
A computationally grounded understanding of LLM behaviour in terms of hierarchies of relational constraints that recursively shape what the model can do next.
Keywords
large language models Hierarchical relational constraints AI reliability Agentic systems Control theory