Five AI detectors yielded wildly inconsistent results in a test by the Authors Guild. While Pangram and Grammarly correctly identified human texts, ZeroGPT and Sidekicker flagged every single human-written sample as AI. This failure stems from models training on professional prose. Practitioners cannot rely on these tools for accurate attribution.