Towards Effective Theory of LLMs: A Representation Learning Approach.

arXiv:2605.09294v2 Announce Type: replace-cross Abstract: We propose Representational Effective Theory (RET), a framework for describing large language model computation in terms of learned macrostates rather than microscopic details. RET learns these macrosta