HH-SAE: Discovering and Steering Hierarchical Knowledge of Complex Manifolds

Honghan Wu, Tianyan Wang, Jiacong Mi +2

Rare semantic innovations in high-dimensional, mission-critical domains are often obscured by dense background contexts, a challenge we define as \textit{feature density conflict}.…