News Category Classifier

“Compare prompts” classifies this article twice over — once with the few-shot examples and once without, everything else identical — and reports the difference. Repeating each one is what makes consistency measurable: one run cannot show it. The Consistency lab runs the same measurement over a fixed set of hard articles.