Built a 32D Emotional State Tracking system for transparent ethical AI - Now open source (GPLv3)

Source: Dev.to

What I Built

Project North Star – an ethical AI framework with 32‑dimensional emotional state tracking and transparent internal processing.

Live demo in GitHub Codespaces: https://github.com/palman22-hue/Project-North-Star

Why This Matters

Current AI systems are black boxes. This framework makes the AI’s internal emotional state visible in real‑time, allowing users to see:

• Current coherence level (0‑1)
• Active emotions across 32 dimensions
• Transparent decision‑making process

The Journey (Today)

Started with: ModuleNotFoundError chaos

Ended with: fully deployed GitHub repo with working UI

Stack

• Python / FastAPI
• Mistral AI
• 32D state modeling
• Real‑time visualization
• GPLv3 licensed

Try It

Clone it, fork it, improve it. Looking for feedback and potential collaborators who care about ethical AI.

Repo: https://github.com/palman22-hue/Project-North-Star

Built this because AI needs to be transparent, honest, and accountable. Hope this helps others working on similar problems.