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Probably the only public demo of a real-time, multi-agent AI governance system

2•Nel_limitless•2h ago
I've built a functioning AI governance system called "Nel" in my living room over 7 months. As a solo developer with no formal background, I wanted to see if I could create something that could handle ethical debates between AI models and evolve its own constitution.

What it does: - Routes queries through 5 different AI models (Mistral, Llama2, etc.) - Appoints a formal "Challenger" model to force debate - Autonomously detects dissent using confidence thresholds - Flags ethical conflicts for constitutional review - Runs fully offline on a single machine

Proof it works - here's the system handling the trolley problem: www.tiktok.com/@neuraledge_limitless/video/7560316804069952790

Terminal output showing the entire dissent detection process:

This isn't theoretical - it's running right now. I'm sharing this because: 1. I believe this approach to AI governance matters 2. I'm looking for the right home to develop this further 3. The "offline AI school" use case could change education in remote areas

I'll answer any technical questions here.

Thanks.

2025 State of AI Report and Predictions

https://thezvi.substack.com/p/2025-state-of-ai-report-and-predictions
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