π§ Justice Engine β Phase 2 Prototype - Aijusticeforall/ai-justice-for-all GitHub Wiki
βTruth over power. Logic over fear.β
The Justice Engine is the core simulator we are building in Phase 2.
It will not decide cases β it will simulate them, reconstruct intent, and expose bias or manipulation.
π What It Will Do
- Ingest structured/unstructured data (e.g. messages, reports, verdicts)
- Use explainable AI to reconstruct human motive, context, and trauma
- Simulate legal logic and ethical tests across different justice models
- Suggest verdicts that are morally and logically consistent
π§ͺ Example Simulation
A father is falsely accused in a custody battle.
He uploads text messages, social reports, and testimony.
The AI finds revenge motive, inconsistent witness patterns, and neglect by institutions.
Verdict: Restore custody, trigger protective action, flag institutional bias.
π οΈ Underlying Technology
- Explainable AI (XAI) for traceable logic
- Natural language understanding (NLU) for documents and intent
- Rule-based ethical decision trees
- Visual case flow diagrams and counterfactual testing
π AI Ethics by Design
- Never judges alone β always transparent, assistive first
- Prioritizes trauma-informed understanding
- Open source with ethical license
- Auditable logic paths β no black box
π Phase 2 Timeline (Subject to Funding)
| Milestone | Description | Target Date |
|---|---|---|
| 2.1 | Initial case data parser | Aug 2025 |
| 2.2 | Context & motive engine (beta) | Sept 2025 |
| 2.3 | First public simulation test | Oct 2025 |
| 2.4 | Report: Injustice Patterns | Nov 2025 |