About The Integrity Report

Understanding how our AI detection technology works

How It Works

The Integrity Report uses advanced statistical analysis and machine learning models to assess content authenticity. Our primary detection method analyzes:

  • Perplexity: Measures text predictability using advanced language model analysis
  • Burstiness: Analyzes sentence length variation and structure patterns
  • Combined Score: Weighted combination (60% perplexity, 40% burstiness) producing a 0-100% likelihood assessment

Responsible AI Use

We believe AI is a valuable tool when used responsibly and transparently. AI can legitimately assist in:

  • Brainstorming and ideation
  • Research and information gathering
  • Editing and improving existing work
  • Generating drafts for further human refinement
  • Accessibility and language assistance

The key is disclosure and appropriate use. AI should augment human creativity and expertise, not replace it. When AI assistance is used, it should be:

  • Disclosed appropriately in academic, professional, or public contexts
  • Used to enhance, not substitute, original human thought and analysis
  • Applied ethically according to institutional or professional guidelines
  • Combined with critical thinking and human oversight

Our tool exists to promote transparency and informed decision-making, not to penalize legitimate AI-assisted work that is properly disclosed.