The uncertainty budget (by Sam Illingworth)

In science, every measurement comes with an uncertainty budget — a quantified account of what could be wrong. AI produces answers with no uncertainty budget at all. This prompt forces AI to build one: answer your question, then audit every claim for confidence level, flag what needs verification, and reflect on the gap between confident prose and actual certainty. Based on the uncertainty budget skill by Sam Illingworth.