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Ljbudgie/README.md

When the computer says no, I build the answer.

burgess-principle stars on GitHub Latest burgess-principle release Last commit to burgess-principle MIT licensed open-source projects UK certification mark UK00004343685 Sovereign Local Mode for Iris AI

A unified sovereignty stack — doctrine, cryptography, sovereign AI, and accessibility — shipping into real institutional cases. Not a manifesto. A working system.


About

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

Contents


The problem — and my answer

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.


📊 Impact at a glance

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)

🧱 The stack at a glance

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).

🛠️ Featured projects

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.

⚙️ How it works

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]
Loading

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).

  1. 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.
  2. Classify the issue. Mirror and Advocate Companion identify the rights, reasonable adjustments, statutory duties, and next best response.
  3. Reason locally. Iris + Mythos help turn the facts into a clear argument while keeping doctrine, prompts, and policy changes reviewable through signed commits.
  4. Create proof. Memory Palace and Iris Gate bind the record with SHA-256 hashes, Ed25519 signatures, Merkle receipts, and minimum-necessary disclosure.
  5. Apply the test. The Burgess Principle asks one question: was a human judicial mind applied to the specific facts of this case?
  6. Act on the result. If the answer is SOVEREIGN, the record can stand. If the answer is NULL, escalate with the signed proof trail.

🔥 Recent momentum (last 30–45 days)

  • 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.md grounds 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.


🚪 Get started — join the movement

  • 🧠 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

  1. The repository slug is Mirror- (with a trailing dash); the project is referred to as Mirror in prose.

Pinned Loading

  1. burgess-principle burgess-principle Public

    The Burgess Principle — a binary institutional accountability standard. One question: was a human mind with proper authority individually applied to the specific facts of this specific person’s cas…

    Python 3

  2. Iris Iris Public

    Iris — The AI that looks after people first. Multi-model orchestration with smart routing, consensus mode, and memory. Built on The Burgess Principle (UK00004343685). Open source.

    TypeScript 1

  3. Mirror- Mirror- Public

    See where you stand. Mirror is a local-first personal sovereignty toolkit that adapts to any user, any situation, any institution. Tell it what happened in your own words — it maps your rights, gen…

    Python 1