What are the limitations of AI detectors?

AI detectors are useful, but not perfect. Common limitations include:

  • False positives (human content flagged as AI)
  • False negatives (AI content passing as human)
  • Sensitivity to heavily edited or paraphrased text
  • Variation in accuracy across different writing styles and languages

These challenges are explored in detail in how do AI detectors work and can they be trusted.