Justice Engine Simulator (Phase 2) - Aijusticeforall/ai-justice-for-all GitHub Wiki

๐Ÿงช Justice Engine Simulator (Phase 2)

This phase introduces the foundation of a future morally intelligent AI court. The goal: simulate cases with deep understanding of intent, context, and motive โ€” not just facts.

๐Ÿ” What It Does

The simulator can:

  • Analyze uploaded documents, texts, and evidence
  • Reconstruct motives, timelines, and human intent
  • Detect patterns of manipulation, abuse, or bias
  • Recommend ethically fair outcomes

๐Ÿง  Simulation Example

Case: A father falsely accused in a custody battle uploads evidence, including messages and reports.

The system:

  • Analyzes emotional language and timelines
  • Detects revenge motives from the accuser
  • Cross-checks evidence consistency
  • Identifies a pattern of false accusations

Suggested Verdict:

  • Restore custody to the father
  • Protect the child from psychological harm
  • Initiate social intervention based on truth

๐Ÿ—๏ธ Tech Stack (Planned)

  • NLP + Contextual Analysis: Understands the meaning behind human words
  • Trauma Detection Models: Flags emotional harm or manipulation
  • Ethical Logic Engine: Suggests verdicts based on fairness and rights

๐Ÿงญ Future Ideas

  • Interactive evidence upload interface
  • User-friendly timeline reconstruction
  • AI verdict explanations in simple language
  • Ability to simulate multiple sides of the case (prosecutor + defense)

This simulator is not here to punish.
It exists to understand and protect.