We Fact-Checked 6 AI Chatbots Against the Plumbing Code. Nearly Half Their Questions Didn't Survive.
Six chatbots, one prompt, 72 practice questions - graded against the 2021 International Plumbing Code. Only 34 survived. Here are the confidently wrong answers, with the real code values.
September 08, 2026
