Intent & Bias Engine - Aijusticeforall/ai-justice-for-all GitHub Wiki

🧠 Intent & Bias Engine

The Intent & Bias Engine is a core module of the AI Justice system.
Its goal is to go beyond surface-level facts and uncover the true intent, motive, and bias present in human and legal decisions.

🎯 Why It Matters

Modern justice often misses context β€” especially:

  • Cultural differences
  • Neurodivergent behavior
  • Misinterpreted motives
  • Biased legal language

This engine brings contextual intelligence into justice.

🧩 How It Works

  • Uses natural language understanding to assess statements, documents, and testimonies
  • Compares detected intent with legal outcome
  • Flags inconsistencies or hidden bias
  • Operates alongside our Verdict Verifier system

βš–οΈ Use Cases

  • πŸ“š Family court: Recognize manipulative framing in custody battles
  • πŸ§‘β€βš–οΈ Sentencing: Flag unconscious bias or extreme deviation from norms
  • πŸ” Investigations: Detect intent in incomplete or one-sided accounts

πŸ›‘οΈ Transparent & Explainable

All conclusions from this engine are:

  • Logged
  • Verifiable
  • Available for public peer review

This ensures trust, accountability, and zero black-box logic.

β€œJustice is not only about what was done β€” but why it was done.”
– AI Justice Team