Sparse Autoencoders Are a Shared Coordinate System for Symbolic Matching

Xiaocong Yang, Xuanyu Meng, Yuji Zhang +2

Large language models (LLMs) hold broad knowledge in one set of weights, but lack interpretability and trustworthy reasoning, especially in high-stakes use cases. A neuro-symbolic…