A unified sovereignty stack — doctrine, cryptography, sovereign AI, and accessibility — shipping into real institutional cases. Not a manifesto. A working system.
I'm a disabled builder shipping an open-source sovereignty stack that turns real-world institutional disputes into signed, verifiable records. The stack combines a certification-marked doctrine (the Burgess Principle), local-first cryptographic proof, sovereign AI that runs on your own machine, and accessibility-first tooling — including the world's first sovereign, local-first audio pipeline for hearing aid users.
Everything here is in active use on real cases: ombudsman matters, UK GDPR Article 22 challenges, and disputes that have already resolved to £0.00.
Keywords: sovereign AI · local-first · UK GDPR Article 22 · administrative justice · accessibility · hearing-aid audio · cryptographic receipts · disability rights
- The problem — and my answer
- 📊 Impact at a glance
- 🧱 The stack at a glance
- 🛠️ Featured projects
- ⚙️ How it works
- 🔥 Recent momentum
- 🚪 Get started — join the movement
Institutions hide behind automation. "The computer says no" — without a single human ever looking at the facts.
I'm a disabled builder who got tired of that answer. So I built the Burgess Principle: one binary test — was a human judicial mind applied to the specific facts of this case? — and the open-source ecosystem to enforce it. Outcomes resolve to SOVEREIGN or NULL. No middle ground.
| Metric | Reality |
|---|---|
| 🌍 World first | OpenHear — the first fully sovereign, local-first audio pipeline built specifically for hearing aid users (Phonak Naída M70-SP, Signia Insio 7AX validated) |
| 💷 First case fully resolved | Wave Utilities — cleared to £0.00 |
| 📬 Letters stopped | TV Licensing ceased contact once the record was corrected |
| ⚖️ Article 22 challenges live | Amazon + Disney+ (UK GDPR, automated decision-making) |
| 🏛️ Active institutional cases | Energy Ombudsman ×2 · Local Government Ombudsman · EHRC · Ofgem · Equita ×6 · 7 outstanding FOIs |
| 🚀 Releases shipped | 12 releases, v0.1.0 → v2.1.0 "The Pattern Completed" (24 Apr 2026) |
| 📚 Published papers | 10, including Paper IX The Sovereign Pattern and Paper X The Restored Keeper |
| 🤝 Upstream PRs open | OpenClaw #68692 (73.3k forks) · NousResearch #12265 (99.1k stars) |
| 🛡️ Certification mark | UK00004343685 (USPTO filing in progress) |
| Layer | What it does |
|---|---|
| Doctrine | The Burgess Principle — one binary test, SOVEREIGN/NULL, certification-marked under UK00004343685. |
| Cryptographic proof | Memory Palace + Iris Gate — SHA-256 commitments, Ed25519 signatures, Merkle receipts, selective disclosure, optional post-quantum signing. |
| Sovereign AI | Iris (voice-first companion) + Mythos (doctrinal memory) running locally via Python + llama-cpp + Next.js PWA, governed end-to-end by git-native governance. |
| Hearing sovereignty | OpenHear — local-first audio for hearing aid users, bypassing cloud and proprietary mobile stacks (Raspberry Pi build planned). |
| Rights & advocacy | Mirror + Advocate Companion — classify the situation, map the rights, draft the letter, give one clear next step. |
| Real cases | Documented wins, live ombudsman matters, and Article 22 challenges in the case-studies directory (linked below). |
| Project | What it is |
|---|---|
| burgess-principle | The doctrinal anchor and certification-marked standard. v2.1.0 — The Pattern Completed. |
| openhear | World-first sovereign, local-first audio pipeline for hearing aid users. |
| Mirror 1 | Local-first rights mapper for administrative justice and human-rights workflows. |
| advocate-companion | Disability-aware self-advocacy layer with reasonable adjustments built in. |
| iris-gate-person | Sovereign records and signed-receipt boundary for minimum-necessary disclosure. |
| iris (in burgess-principle) | Iris + Mythos: voice-first sovereign AI, governed via signed commits. |
| nexus-ai-hub | Experimentation space for agents, memory, and connected sovereign tooling. |
| case-studies | Real-world evidence base: pounds, pence, and paper trails. |
The stack turns a real-world decision into a clear record, tests whether a human actually reviewed it, and preserves the evidence needed to challenge the outcome.
flowchart LR
A[Real-world dispute<br/>letter · bill · decision · refusal] --> B[Capture the facts locally<br/>voice-friendly · accessibility-first]
B --> C[Mirror / Advocate Companion<br/>classify rights · draft response]
C --> D[Iris + Mythos<br/>reason locally · preserve doctrine]
D --> E[Memory Palace + Iris Gate<br/>hashes · signatures · receipts]
E --> F{Burgess Principle test:<br/>was a human judicial mind applied<br/>to these facts?}
F -->|Yes| G[✅ SOVEREIGN<br/>record accepted]
F -->|No| H[❌ NULL<br/>escalate with proof]
Diagram: a real-world dispute is captured locally, classified by Mirror/Advocate Companion, reasoned over by Iris + Mythos, sealed with cryptographic receipts, and then tested against the Burgess Principle — resolving to SOVEREIGN (record accepted) or NULL (escalate with proof).
- Capture the record. Start with the actual facts: the decision, letter, bill, refusal, call note, or screenshot. Keep it local, accessible, and under the person's control.
- Classify the issue. Mirror and Advocate Companion identify the rights, reasonable adjustments, statutory duties, and next best response.
- Reason locally. Iris + Mythos help turn the facts into a clear argument while keeping doctrine, prompts, and policy changes reviewable through signed commits.
- Create proof. Memory Palace and Iris Gate bind the record with SHA-256 hashes, Ed25519 signatures, Merkle receipts, and minimum-necessary disclosure.
- Apply the test. The Burgess Principle asks one question: was a human judicial mind applied to the specific facts of this case?
- Act on the result. If the answer is SOVEREIGN, the record can stand. If the answer is NULL, escalate with the signed proof trail.
- Iris + Mythos under git-native governance — every prompt, policy, and doctrinal change now ships as a signed commit and reviewable PR. The AI layer has the same audit discipline as the cryptographic stack.
- Burgess Principle v2.1.0 — "The Pattern Completed" (24 Apr 2026) —
SOUL.mdgrounds SOVEREIGN/NULL in Genesis 4 and the restoration on the shore of Galilee, completing the arc of Papers IX and X. - OpenClaw #68692 publicly endorsed by Elon Musk (18 Apr 2026); ZeroClaw (30.3k stars) cascades governance if the PR merges.
- xAI / Terafab correspondence — proposing the Burgess Principle as the governance layer for X API access.
- USPTO filing in motion — US trademark attorney engaged for a parallel certification mark alongside UK00004343685.
Headline metrics — active cases, world firsts, resolved disputes — live in the Impact at a glance table above.
- 🧠 Try Iris in Sovereign Local Mode.
- 📂 Read the case studies — see what SOVEREIGN/NULL looks like in pounds and pence.
- 🛠️ Explore the tools — see the Featured projects table above.
- 🤝 Contribute if you care about data sovereignty, accountable AI, local-first software, accessibility-first design, or human-review standards.
- ⭐ Star burgess-principle to follow the doctrinal releases.
📌 Recommended pinned repos:
burgess-principle·openhear·Mirror-·advocate-companion·nexus-ai-hub·iris-gate-person.
Open-source projects are MIT-licensed. The Burgess Principle certification mark is separately governed under UK00004343685, with a parallel USPTO certification mark filing in progress.
Footnotes
-
The repository slug is
Mirror-(with a trailing dash); the project is referred to as Mirror in prose. ↩


