metadata
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:
- Bool formula — NAND decomposition of transformer attention (proven in DOI 10.5281/zenodo.21351461)
- 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
sovereign-llm --prompt "your query" --agent BOB
Trust
Bel Esprit D'Accord Irrevocable Trust · EIN 42-6976431