New benchmark tests reveal a seismic shift in AI content detection: leading chatbots like ChatGPT Plus, Copilot, and Gemini now outperform specialized detectors in identifying AI-generated text. While tools like Pangram and ZeroGPT achieved perfect scores, overall detector accuracy declined amid paywalls and inconsistent updates—forcing a rethink of plagiarism safeguards.