How we measure ChatGPTZero AI's detector accuracy (98.3% on a 2,000-sample benchmark covering GPT-4o, Claude 3.5, Gemini 1.5, Llama 3, and human controls) and humanizer bypass rate (96.1% average across GPTZero, Originality.ai, Turnitin, Copyleaks, and Winston AI).