As surgical robots move closer to clinical autonomy, one essential capability remains underdeveloped: the ability for a system to understand its own limits and to act on that understanding. In the operating room, a millimeter matters. Small deviations can accumulate into meaningful risk, and uncertainty is not an edge case, it is the norm. In…