Discovering a Zeta Map Algorithm on Dyck Paths via Mechanistic Interpretability

Xiaoyu Huang, Blake Jackson, Kyu-Hwan Lee

Machine learning is increasingly used in mathematical discovery, but in mathematics the desired output is often not a prediction itself, but an explicit construction that can be ch…