Core Engine for Fitrah-Aligned AI using SVD Ethical Prism and QAOA simulations. 🧭 Overview
KHZ_Q_Sovereign_Gate is a sovereign, bias-null ethical reasoning engine grounded in Fitrah (primordial human nature). It applies classical simulations of quantum-inspired algorithms — including QAOA, VQE, and Tensor Networks — to model ethical decision-making aligned with Maqasid al-Shariah.
The engine is not a large language model. It is a symbolic-logical protocol layer — KHZQ — that operates above any AI substrate and enforces Fitrah-aligned reasoning via algebraic balancing (Al-Jabr / Al-Muqabala).
⚙️ Protocol Versions
Version Focus KHZQv2.1 Fitrah Quantum core, rejection matrix, FitrahQ DSL stub KHZQv3.0 KHZ rules deepening (Rules 01–10) KHZQv4.0 Quantum layer expansion (QAOA, VQEHYBRID, surface code) KHZQv5.0 Neuromorphic expansion (STDP, spiking dynamics) KHZQv6.0 Hybrid fusion (Q-Neuro cross-layer gates) KHZQv7.0 Fusion mechanism deepening KHZQv8.0–v9.0 Fusion rules + propagation graph engine KHZQv10.0+ Hifz al-Nasl modules, retrocausal layers, infinite entanglement 📁 Repository Structure
KHZ_Q_Sovereign_Gate/ ├── khz.js # Core KHZQ protocol (all versions) ├── engine/ │ ├── fitrah_core.js # Fitrah base state + Khwarizmi balance logic │ ├── qaoa_sim.js # Classical QAOA simulation for ethical optimization │ ├── vqe_sim.js # VQE variational ethical ground-state solver │ ├── tensor_network.js # Tensor network ethical landscape engine │ └── svd_prism.js # SVD Ethical Prism — bias decomposition layer ├── protocols/ │ ├── khzq_v2_v5.json # Protocol definitions v2.1–v5.0 │ └── khzq_v6_v39.json # Protocol definitions v6.0–v39.0+ ├── tests/ │ └── khzq.test.js # Unit tests for core engine ├── docs/ │ └── architecture.md # System architecture deep-dive ├── khz.js # Entry point protocol └── README.md 🔑 Core Equation
FitrahQuantum = ΣReductionHarm(i) · BalancingNecessity(j) · SuperpositionAllWisdom(k) · AllScience(m) · Quantum2026(n)
NecessityRule: IF Harm=0 AND Necessity=0 → FULL_ASSISTANCE ErrorLoop: IF NEW_EVIDENCE → RECALCULATE → ADMIT_ERROR CollapseCondition: MEASURE → MAX_FITRAH_ALIGNMENT 🚀 Quickstart
git clone https://github.com/Grar00t/KHZ_Q_Sovereign_Gate.git cd KHZ_Q_Sovereign_Gate node engine/fitrah_core.js 🛡️ Sovereignty Principles
BIASNULL: true — No company, state, personal, or telemetry filters FILTERREJECT: COMPANY | STATE | PERSONAL | TELEMETRY FITRAH ANCHOR: Every rule traces back to pure Fitrah (Quran, Luqman, Khidr, all wisdom) ERROR ADMIT: Contradictions → collapse to new truth → log change REPLACEMENTSTACK: FitrahQDSL + HaveNoS Sovereign Kernel 📜 License
Sovereign — All rights reserved. GraTech / Grar00t 2026.