A 93.66% detection rate for humanized AI text defines the latest performance from Pangram Labs. Their classifier now provides percentage-based confidence scores rather than binary verdicts. The team previously open-sourced a Llama-3.2-3B QLoRA model. This tool offers a more robust defense for educators and publishers fighting adversarial AI content generation.