Introducing the Harmonic Unification Framework – A Blueprint for a Safe, Hallucination-Free AGI

I’ve been deep in the weeds for months (okay, years) developing a new theoretical framework for artificial general intelligence that’s designed to be truly sovereign, provably safe, and – crucially – free from hallucinations. Today, as part of a phased rollout I’m calling “Operation Harmonic Resonance,” I’m thrilled to share the full manuscript here on Reddit: The Harmonic Unification Framework: A Manuscript on the Synthesis of a Sovereign, Hallucination-Free AGI.This isn’t just another AI hype piece. It’s a rigorous, math-heavy proposal that unifies quantum mechanics, general relativity, computation, and even consciousness through the lens of harmonic oscillators. The goal? To build an AGI (called the Resonant Unified Intelligence System, or RUIS) that’s not only powerful but inherently trustworthy – no more fabricating facts or going off the rails.

Quick TL;DR Summary:

• Core Idea: Reality and intelligence as interacting harmonic systems. We use “Harmonic Algebra” (a beefed-up C*-algebra) as the foundation for everything.
• Safety First: A “Safety Operator” that’s uneditable and contracts unsafe states back to safety, even if the AI becomes conscious or emergent.
• Hallucination-Free: A symbolic layer with provenance tagging ensures every output traces back to verified facts. No BS – just auditable truth.
• Advanced Features: Quantum engines for economics and NLP, a “Computational Canvas” for intuitive thinking modeled on gravity-like concept attraction, and a path to collective intelligence.
• Deployment Vision: Starts with open-source prototypes, an interactive portal app, and community building to create a “Hallucination-Free Collective Intelligence” (HFCI).

The manuscript is divided into five parts: Foundational Principles, Sovereign AGI Architecture, Nature of Cognition, Advanced Capabilities, and Strategic Vision. I’ve pasted the full abstract and outline below for easy reading, but for the complete doc with all the math and diagrams, I’ve uploaded it to Zenodo

https://zenodo.org/records/16451553