| --- |
| language: [en] |
| license: other |
| license_name: sovereign-source-license-v2 |
| tags: [rust, llm, sovereign, snapkitty, quantum, worm, slc, gguf] |
| --- |
| |
| # sovereign-llm — Quantum-Seeded Sovereign LLM Engine |
|
|
| **Rust binary** wrapping Mistral GGUF inference with genuine quantum entropy. |
| Built by Ahmad Ali Parr · SnapKitty Collective |
|
|
| ## Pipeline |
|
|
| ``` |
| ANU QRNG (Australian National University quantum vacuum) |
| ↓ 32 bytes → Born-rule collapse |
| → unique temperature per run [0.15, 1.2] |
| → HKDF-SHA256 seed derivation |
| snapkitty-mistral (Ollama / llama.cpp CUDA) |
| ↓ bool formula (NAND attention) + softmax over 32k vocab |
| SLC membrane (5 regex banks, 3-pass recursive) |
| ↓ pass / sanitize / quarantine / reject |
| WORM chain (SHA-256 append-only) |
| ↓ QUANTUM_ENTROPY seal + GENERATION seal |
| Sovereign answer |
| ``` |
|
|
| ## The Math |
|
|
| An LLM is: |
| 1. **Bool formula** — NAND decomposition of transformer attention (proven in DOI 10.5281/zenodo.21351461) |
| 2. **Softmax** — picks the next token from the logit distribution |
|
|
| We replace the PRNG sampler with **actual quantum vacuum fluctuations** from ANU. |
| Every generation starts in a genuinely different quantum state. |
|
|
| ## Usage |
|
|
| ```bash |
| sovereign-llm --prompt "your query" --agent BOB |
| ``` |
|
|
| ## Trust |
|
|
| **Bel Esprit D'Accord Irrevocable Trust** · EIN 42-6976431 |
|
|
