APP: Accelerated Path Patching with Task-Specific Pruning

Frauke Andersen, William Rudman, Ruochen Zhang +1

Circuit discovery is a key step in many mechanistic interpretability pipelines. Current methods, such as Path Patching, are computationally expensive and have limited in-depth circ…