Balancing Rigor and Utility: A Review of "A Pragmatic Vision for Interpretability"
Google DeepMind's mechanistic interpretability team proposed a pragmatic framework for validating interpretability tools using proxy tasks, demonstrating its effectiveness by subtracting an "eval-awareness" vector from C…