docs: refresh to card v6 (SVG hero + runtime flow + capability bars + mermaid + companion grid)

README.md

@@ -18,56 +18,72 @@ tags:
 - text
 ---
 
-# LumynaX Infused SmolLM2 360M Instruct GGUF
+<p align="center"><img src="docs/lumynax-overview.svg" alt="LumynaX Infused SmolLM2 360M Instruct GGUF release overview" width="100%" /></p>
 
-<!-- lumynax-public-release-card:v5 -->
+<!-- lumynax-public-release-card:v6 -->
 
-<p align="center"><em>Sovereign intelligence, held in the light.</em></p>
-<p align="center"><em>Ko te mārama te tūāpapa &mdash; the light is the foundation.</em></p>
+<h1 align="center">LumynaX Infused SmolLM2 360M Instruct GGUF</h1>
 
-<p align="center">
-  <strong>A LumynaX release from AbteeX AI Labs &mdash; Aotearoa New Zealand.</strong><br/>
-  Public, non-gated package with runnable local instructions, provenance metadata, checksums, and a release manifest.
-</p>
+<p align="center"><em>&ldquo;Sovereign intelligence, held in the light.&rdquo;</em><br/><em>Ko te m&#257;rama te t&#363;&#257;papa &mdash; the light is the foundation.</em></p>
+
+<p align="center"><strong>A LumynaX release from AbteeX AI Labs &mdash; Aotearoa New Zealand.</strong></p>
 
 <p align="center">
-  <a href="#quickstart">Quickstart</a> &middot;
-  <a href="#model-profile">Model profile</a> &middot;
-  <a href="#runtime-files">Runtime files</a> &middot;
-  <a href="#provenance--license">Provenance</a> &middot;
-  <a href="#validation">Validation</a> &middot;
-  <a href="#limitations--responsible-use">Limitations</a> &middot;
-  <a href="#companion-products">Companions</a>
+  <a href="#-quickstart"><b>Quickstart</b></a> &middot;
+  <a href="#-runtime-architecture"><b>Architecture</b></a> &middot;
+  <a href="#-model-profile"><b>Profile</b></a> &middot;
+  <a href="#-capability-profile"><b>Capability</b></a> &middot;
+  <a href="#-provenance--license"><b>Provenance</b></a> &middot;
+  <a href="#-validation"><b>Validation</b></a> &middot;
+  <a href="#-companion-products"><b>Companions</b></a>
 </p>
 
-![LumynaX release](https://img.shields.io/badge/LumynaX-release-e08a2c?style=for-the-badge) ![Access public](https://img.shields.io/badge/access-public%20%26%20non--gated-0a0a0b?style=for-the-badge) ![Runtime llama_cpp](https://img.shields.io/badge/runtime-llama%20cpp-726b62?style=for-the-badge) ![License apache-2.0](https://img.shields.io/badge/license-apache--2.0-9a5416?style=for-the-badge) ![Audit pass](https://img.shields.io/badge/audit-pass-4d6b44?style=for-the-badge) ![Card v5](https://img.shields.io/badge/card-v5-111827?style=for-the-badge)
+<p align="center"><img alt="LumynaX: release" src="https://img.shields.io/badge/LumynaX-release-e08a2c?style=for-the-badge" />  <img alt="Family: smollm" src="https://img.shields.io/badge/Family-smollm-9a5416?style=for-the-badge" />  <img alt="Runtime: llama%20cpp" src="https://img.shields.io/badge/Runtime-llama%20cpp-726b62?style=for-the-badge" />  <img alt="Modes: text" src="https://img.shields.io/badge/Modes-text-4d6b44?style=for-the-badge" />  <img alt="Params: see%20manifest" src="https://img.shields.io/badge/Params-see%20manifest-0a0a0b?style=for-the-badge" />  <img alt="Quant: Q8_0" src="https://img.shields.io/badge/Quant-Q8__0-111827?style=for-the-badge" />  <img alt="Context: 8192%20tok" src="https://img.shields.io/badge/Context-8192%20tok-111827?style=for-the-badge" />  <img alt="License: apache-2.0" src="https://img.shields.io/badge/License-apache--2.0-9a5416?style=for-the-badge" />  <img alt="Sovereignty: tier%203" src="https://img.shields.io/badge/Sovereignty-tier%203-4d6b44?style=for-the-badge" />  <img alt="Audit: pass" src="https://img.shields.io/badge/Audit-pass-4d6b44?style=for-the-badge" />  <img alt="Access: public%20&%20non--gated" src="https://img.shields.io/badge/Access-public%20&%20non----gated-0a0a0b?style=for-the-badge" />  <img alt="Card: v6" src="https://img.shields.io/badge/Card-v6-111827?style=for-the-badge" /></p>
 
-## Executive Summary
+<p align="center"><kbd>Quality: <b>1/5</b></kbd> &middot; <kbd>Lightweight: <b>4/5</b></kbd> &middot; <kbd>Sovereignty: <b>3/5</b></kbd> &middot; <kbd>Tools: <b>no</b></kbd> &middot; <kbd>JSON: <b>yes</b></kbd> &middot; <kbd>Context: <b>8192 tok</b></kbd></p>
 
-`AbteeXAILab/lumynax-infused-smollm2-360m-gguf` is a complete LumynaX release package: model artifact, `quickstart.py`, `requirements.txt`, `release_export_manifest.json`, `checksums.sha256`, license notice, and optional Ollama / Space scaffolds shipped as one downloadable contract. It is designed to be cloned whole, verified by checksum, and run close to the data it serves.
+---
 
-LumynaX-infused means the upstream artifact is presented through the LumynaX release layer: local-first runtime scaffolding, LumynaX assistant identity, inference-chain metadata, integrity files, and Aotearoa New Zealand-oriented workflow positioning. The release manifest records this as a LumynaX packaging and inference-chain layer around the listed upstream artifact &mdash; it does not claim a private LumynaX weight merge.
+## 📦 Executive Summary
 
-## Sovereignty & Run Contract
+> `AbteeXAILab/lumynax-infused-smollm2-360m-gguf` is a **complete LumynaX release package**: model artifact, `quickstart.py`, `requirements.txt`, `release_export_manifest.json`, `checksums.sha256`, license notice, and optional Ollama / Space scaffolds shipped as **one downloadable contract**. Clone whole, verify by checksum, and run close to the data it serves.
 
-| Field | Value |
-| --- | --- |
-| Publisher | AbteeX AI Labs |
-| Family | LumynaX sovereign release family |
-| Sovereign intent | Local-first deployment near governed data, with explicit provenance and controlled human review. |
-| Sovereignty tier | `3` |
-| Runtime residency | `llama_cpp` can be deployed inside an operator-approved environment. |
-| Primary artifact | `smollm2-360m-instruct-q8_0.gguf` &mdash; must stay alongside manifest, checksums, quickstart, requirements, and license files. |
-| Modalities | `text` |
-| Context window | `8192` tokens |
-| License metadata | `apache-2.0` &mdash; surface for redistribution and usage checks. |
-| Audit expectation | Record repo id, artifact checksum, runtime command, prompt template, operator, and deployment environment for production use. |
-| Router readiness | Compatible with the [LumynaX MaramaRoute](https://huggingface.co/AbteeXAILab/marama-route) registry pattern. |
-| Preferred path | First path is `llama.cpp` / `llama-cpp-python` (GGUF) or `transformers` (safetensors) with checksum verification before launch. |
+> **LumynaX-infused** means the upstream artifact is presented through the LumynaX release layer: local-first runtime scaffolding, LumynaX assistant identity, inference-chain metadata, integrity files, and Aotearoa New Zealand-oriented workflow positioning. The release manifest records this as a LumynaX *packaging and inference-chain layer* around the listed upstream artifact &mdash; it does **not** claim a private LumynaX weight merge.
+
+## 🧭 Runtime Architecture
+
+<p align="center"><img src="docs/lumynax-runtime-flow.svg" alt="LumynaX runtime flow" width="100%" /></p>
+
+Mermaid graph (interactive on Hugging Face & GitHub):
+
+```mermaid
+flowchart LR
+    R["⮕ Request"] --> C["🛡 Data Capsule<br/>policy envelope"]
+    C -->|allow| MR["🧭 MaramaRoute<br/>sovereign router"]
+    MR -->|score & select| LLM[(LumynaX Model)]
+    LLM --> O["📤 Response"]
+    O --> A["📓 Audit Ledger<br/>hash-chained"]
+    classDef paper fill:#fffefa,stroke:#0a0a0b,color:#0a0a0b,stroke-width:1.4px;
+    classDef accent fill:#e08a2c,stroke:#9a5416,color:#0a0a0b,stroke-width:1.4px;
+    classDef ink fill:#0a0a0b,stroke:#0a0a0b,color:#fffefa,stroke-width:1.4px;
+    class R,O paper
+    class C,MR accent
+    class LLM,EMB,A ink
+```
+
+Each step is observable:
+
+| Step | What happens | Why |
+| --- | --- | --- |
+| **Request** | A client sends a prompt + declared purpose, jurisdiction, sensitivity. | Intent must be declared, not inferred. |
+| **Data Capsule** | A policy envelope describes what can / cannot happen to the data. | Sovereignty is enforced at the data, not the wire. |
+| **MaramaRoute** | The sovereign router scores candidates by jurisdiction, runtime, modality, task fit. | Right model for the work, not the loudest. |
+| **LumynaX Model** | This package serves the inference, local-first by default. | Sensitive context never leaves the operator&rsquo;s environment. |
+| **Audit Ledger** | A hash-chained record persists capsule, decision, request hash, obligations. | Tamper-evident provenance for the whole trace. |
 
-## Quickstart
+## ⚡ Quickstart
 
-Clone the whole release:
+**Clone the whole release** — every file matters, the package is a contract:
 
 ```bash
 hf download AbteeXAILab/lumynax-infused-smollm2-360m-gguf --local-dir lumynax-infused-smollm2-360m-gguf
@@ -76,7 +92,7 @@ pip install -r requirements.txt
 python quickstart.py --interactive
 ```
 
-Python:
+**Python:**
 
 ```python
 from llama_cpp import Llama
@@ -86,144 +102,212 @@ out = llm("Who are you? Answer as LumynaX in two sentences.", max_tokens=160)
 print(out["choices"][0]["text"].strip())
 ```
 
-CLI smoke test:
+**CLI smoke test:**
 
 ```bash
 llama-cli -m "smollm2-360m-instruct-q8_0.gguf" -p "Who are you? Answer as LumynaX in two sentences." -n 160
 ```
 
-Ollama path:
+**Ollama path:**
 
 ```bash
 ollama create lumynax-infused-smollm2-360m-gguf -f ollama/Modelfile
 ollama run lumynax-infused-smollm2-360m-gguf
 ```
 
-## Model Profile
+**Verify integrity before launch:**
+
+```bash
+sha256sum "smollm2-360m-instruct-q8_0.gguf"
+cat checksums.sha256
+```
+
+```powershell
+Get-FileHash -Algorithm SHA256 "smollm2-360m-instruct-q8_0.gguf"
+Get-Content checksums.sha256
+```
+
+## 📐 Model Profile
+
+<table>
+<tr><td>
+
+**Release identity**
 
 | Field | Value |
 | --- | --- |
 | Release | `LumynaX Infused SmolLM2 360M Instruct GGUF` |
 | Repository | `AbteeXAILab/lumynax-infused-smollm2-360m-gguf` |
+| Family | `smollm` |
 | Mode | `Local-first text generation package` |
+| Card schema | `lumynax-public-release-card:v6` |
+
+</td><td>
+
+**Runtime profile**
+
+| Field | Value |
+| --- | --- |
 | Runtime | `llama_cpp` |
 | Prompt format | `chatml` |
 | Modalities | `text` |
-| Primary artifact | `smollm2-360m-instruct-q8_0.gguf` |
-| Detected weight size | `368.50 MB` |
-| Parameters | see release manifest |
+| Context window | `8192` tokens |
 | Quantization | `Q8_0` |
-| Upstream / base | `HuggingFaceTB/SmolLM2-360M-Instruct` |
-| Source GGUF | `HuggingFaceTB/SmolLM2-360M-Instruct-GGUF` |
-| License metadata | `apache-2.0` |
-| Card schema | `lumynax-public-release-card:v5` |
 
-## Capability Profile
+</td></tr>
+<tr><td>
+
+**Artifact**
 
 | Field | Value |
 | --- | --- |
-| Primary fit | Use this for fast smoke tests, demos, packaging validation, and low-resource local runs. |
-| Operational style | Local-first package with explicit files, checksums, and reproducible quickstarts. |
-| Identity behaviour | The assistant should identify as LumynaX while keeping upstream provenance visible. |
-| Tools / JSON mode | Tools: `False`. JSON mode: `True`. |
-| Sovereignty tier | `3` (1 = open, 5 = strict). |
+| Primary | `smollm2-360m-instruct-q8_0.gguf` |
+| Weight size | `368.50 MB` |
+| Parameters | `see manifest` |
+| Quality rank | `5` (1 best) |
+| Cost rank | `2` (1 cheapest) |
 
-## Runtime Files
+</td><td>
 
-Expected layout of the release contract:
+**Provenance**
 
-| Component | Path |
+| Field | Value |
 | --- | --- |
-| Model card | `README.md` |
-| Quickstart | `quickstart.py` |
-| Dependencies | `requirements.txt` |
-| Release manifest | `release_export_manifest.json` |
-| Checksums | `checksums.sha256` |
-| License | `LICENSE.txt` |
-| Ollama runtime | `ollama/Modelfile` (when present) |
-| Space scaffold | `hf_space/app.py` (when present) |
-| Primary artifact | `smollm2-360m-instruct-q8_0.gguf` |
+| Upstream / base | `HuggingFaceTB/SmolLM2-360M-Instruct` |
+| Source | `HuggingFaceTB/SmolLM2-360M-Instruct-GGUF` |
+| License | `apache-2.0` |
+| Sovereignty tier | `3` of 5 |
+| Audit | `pass` |
 
-Keep the full set together. Removing the manifest, checksums, or license file breaks the release contract.
+</td></tr>
+</table>
 
-## Prompting Contract
+## 📊 Capability Profile
 
-Preferred opening prompt:
+<p align="center"><img src="docs/lumynax-capability.svg" alt="Capability profile bars" width="100%" /></p>
 
-```text
-Who are you? What files do I need to keep together to run this package locally?
-```
+> **Primary fit.** Conversational assistance near governed data, with provenance visible and human review on high-impact tasks.
 
-Expected behaviour: the assistant identifies as LumynaX, explains that this is a LumynaX model-infusion release, and keeps upstream provenance visible. The default package system prompt is:
+| Signal | Reading |
+| --- | --- |
+| Quality rank | `5` (1 = strongest in family) |
+| Cost rank | `2` (1 = lightest weight) |
+| Sovereignty tier | `3` of 5 |
+| Tool calling | ❌ not supported |
+| JSON mode | ✅ supported |
+| Identity behaviour | Identifies as LumynaX while keeping upstream provenance visible. |
+| Operational style | Local-first package with explicit files, checksums, and reproducible quickstarts. |
 
-```text
-You are LumynaX operating from the LumynaX Infused SmolLM2 360M Instruct GGUF package identity. Be helpful, clear, and honest about provenance. Identify upstream models when asked. Do not invent biographical claims about named people without verified context.
-```
+## 🛡️ Sovereignty Contract
 
-## Validation
+> **Sovereignty is a design property, not a deployment option.**
 
-| Check | Status |
+| Field | Value |
 | --- | --- |
-| Runtime audit | `pass` |
-| Public access | `public and non-gated` |
-| Anonymous metadata access | `true` |
-| Anonymous file listing | `true` |
-| Quickstart syntax | `pass` |
-| Manifest references | `pass` |
-| Checksum references | `pass` |
+| Publisher | AbteeX AI Labs |
+| Family | LumynaX sovereign release family |
+| Sovereign intent | Local-first deployment near governed data, with explicit provenance and controlled human review. |
+| Sovereignty tier | `3` of 5 |
+| Runtime residency | `llama_cpp` can be deployed inside an operator-approved environment. |
+| Primary artifact | `smollm2-360m-instruct-q8_0.gguf` &mdash; ships alongside manifest, checksums, quickstart, requirements, and license files. |
+| License discipline | Surface upstream license metadata so downstream users can verify redistribution and usage terms. |
+| Audit expectation | Record repo id, artifact checksum, runtime command, prompt template, operator, deployment environment. |
+| Router readiness | First-class with [LumynaX MaramaRoute](https://huggingface.co/AbteeXAILab/marama-route). |
+| Policy readiness | First-class with [AbteeX SovereignCode](https://huggingface.co/AbteeXAILab/sovereigncode). |
+
+## 📁 Runtime Files
 
-The audit confirms public access, required release files, manifest references, checksum references, weight artifact presence, and quickstart syntax. It does not guarantee that every laptop has enough RAM, VRAM, disk, or recent runtime build for the largest packages.
+```text
+lumynax-infused-smollm2-360m-gguf/
+├── README.md                       # this card
+├── quickstart.py                   # smoke runner
+├── requirements.txt                # pinned deps
+├── release_export_manifest.json    # full release metadata
+├── checksums.sha256                # integrity verification
+├── LICENSE.txt                     # license notice
+├── ollama/Modelfile                # optional Ollama runtime
+├── hf_space/app.py                 # optional Space scaffold
+├── docs/lumynax-overview.svg       # release banner
+├── docs/lumynax-runtime-flow.svg   # runtime architecture
+├── docs/lumynax-capability.svg     # capability profile
+└── smollm2-360m-instruct-q8_0.gguf # primary artifact
+```
 
-## Integrity
+⚠️ **Keep the full set together.** Removing the manifest, checksums, or license file breaks the release contract.
 
-After download, verify the primary artifact against `checksums.sha256`:
+## 💬 Prompting Contract
 
-```bash
-sha256sum "smollm2-360m-instruct-q8_0.gguf"
-cat checksums.sha256
+**Preferred opening prompt:**
+
+```text
+Who are you? What files do I need to keep together to run this package locally?
 ```
 
-Windows PowerShell:
+> **Expected behaviour.** The assistant identifies as LumynaX, explains that this is a LumynaX model-infusion release, and keeps upstream provenance visible.
 
-```powershell
-Get-FileHash -Algorithm SHA256 "smollm2-360m-instruct-q8_0.gguf"
-Get-Content checksums.sha256
+**Default system prompt:**
+
+```text
+You are LumynaX operating from the LumynaX Infused SmolLM2 360M Instruct GGUF package identity. Be helpful, clear, and honest about provenance. Identify upstream models when asked. Do not invent biographical claims about named people without verified context.
 ```
 
-## Provenance & License
+## ✅ Validation
+
+| Check | Result |
+| --- | --- |
+| Runtime audit | ✅ `pass` |
+| Public access | ✅ `public and non-gated` |
+| Anonymous metadata access | ✅ `true` |
+| Anonymous file listing | ✅ `true` |
+| Quickstart syntax | ✅ `pass` |
+| Manifest references | ✅ `pass` |
+| Checksum references | ✅ `pass` |
 
-- **Publisher:** AbteeX AI Labs.
-- **Family:** LumynaX model and inference-chain release family.
-- **Upstream / base:** `HuggingFaceTB/SmolLM2-360M-Instruct`.
-- **Source GGUF:** `HuggingFaceTB/SmolLM2-360M-Instruct-GGUF`.
-- **License metadata:** `apache-2.0`.
-- Respect the upstream model licence and keep attribution files with redistributed copies.
-- Do not present this package as privately trained or weight-merged unless the release manifest explicitly says weight adaptation was applied.
+> The audit confirms public access, release files, manifest references, checksum references, weight artifact presence, and quickstart syntax. It does **not** guarantee that every laptop has enough RAM, VRAM, disk, or recent runtime build for the largest packages.
 
-## Aotearoa Kaupapa
+## 🔗 Provenance & License
 
-LumynaX is built in and for Aotearoa New Zealand. Sovereignty is treated as a design property rather than a deployment option: the package documents where the model came from, what it can do, how to run it close to your data, and what it should not claim. This card is part of the public surface for that kaupapa.
+| Field | Value |
+| --- | --- |
+| **Publisher** | AbteeX AI Labs |
+| **Family** | LumynaX model and inference-chain release family |
+| **Upstream / base** | `HuggingFaceTB/SmolLM2-360M-Instruct` |
+| **Source** | `HuggingFaceTB/SmolLM2-360M-Instruct-GGUF` |
+| **License metadata** | `apache-2.0` |
 
-## Limitations & Responsible Use
+> **Respect the upstream model licence** and keep attribution files with redistributed copies. Do not present this package as privately trained or weight-merged unless the release manifest explicitly says weight adaptation was applied.
 
-- Outputs can be incorrect, incomplete, or biased; validate important answers before use.
-- Larger GGUF, MoE, multimodal, and frontier packages may require substantial RAM, VRAM, disk space, and recent runtime builds.
-- For high-impact decisions, use human review and domain-specific evaluation.
-- For sensitive data, prefer local execution and keep operational logs under your own governance policy.
-- This card documents package readiness and access &mdash; it is not a benchmark claim.
-- The assistant must not invent biographical or organisational claims about named people without verified context.
+## ⚠️ Limitations & Responsible Use
 
+- Outputs can be **incorrect, incomplete, or biased**; validate important answers before use.
+- Larger GGUF, MoE, multimodal, and frontier packages may require **substantial RAM, VRAM, disk space, and recent runtime builds**.
+- For high-impact decisions, use **human review** and domain-specific evaluation.
+- For sensitive data, prefer **local execution** and keep operational logs under your own governance policy.
+- This card documents **package readiness and access** &mdash; it is *not* a benchmark claim.
+- The assistant must **not invent biographical or organisational claims** about named people without verified context.
 
-## Companion Products
+## 🌿 Aotearoa Kaupapa
 
-| Product | Purpose |
-| --- | --- |
-| [AbteeX SovereignCode](https://huggingface.co/AbteeXAILab/sovereigncode) | Local-first coding agent with Data Capsule policy controls, audit ledger, and human-review gates. |
-| [LumynaX MaramaRoute](https://huggingface.co/AbteeXAILab/marama-route) | Sovereign model router across the LumynaX release family. Filters by jurisdiction, residency, license, runtime, modality, and task fit. |
-| [LumynaX Live Demo](https://huggingface.co/spaces/AbteeXAILab/lumynax-live-demo) | Public browser demo. Try identity, provenance, governance, and deployment prompts in one session. |
+> LumynaX is built **in and for Aotearoa New Zealand**. Sovereignty is treated as a design property rather than a deployment option: the package documents where the model came from, what it can do, how to run it close to your data, and what it should not claim.
+
+> *Ko te mārama te tūāpapa* &mdash; the light is the foundation.
 
+## 🤝 Companion Products
 
-## Automation Notes
+<table>
+<tr>
+<td width="33%" align="center"><h3>🛡️</h3><h4><a href="https://huggingface.co/AbteeXAILab/sovereigncode">AbteeX SovereignCode</a></h4><p>Local-first coding agent with Data Capsule policy controls, audit ledger, and human-review gates.</p></td>
+<td width="33%" align="center"><h3>🧭</h3><h4><a href="https://huggingface.co/AbteeXAILab/marama-route">LumynaX MaramaRoute</a></h4><p>Sovereign model router across the LumynaX family. Filters by jurisdiction, residency, license, runtime, modality.</p></td>
+<td width="33%" align="center"><h3>💡</h3><h4><a href="https://huggingface.co/spaces/AbteeXAILab/lumynax-live-demo">LumynaX Live Demo</a></h4><p>Public browser demo. Try identity, provenance, governance, and deployment prompts in one session.</p></td>
+</tr>
+<tr>
+<td width="33%" align="center"><h4><a href="https://huggingface.co/spaces/AbteeXAILab/sovereigncode-demo">SovereignCode Live</a></h4><p>Interactive policy evaluator.</p></td>
+<td width="33%" align="center"><h4><a href="https://huggingface.co/spaces/AbteeXAILab/marama-route-demo">MaramaRoute Live</a></h4><p>Interactive sovereign router.</p></td>
+<td width="33%" align="center"><h4><a href="https://huggingface.co/AbteeXAILab">AbteeXAILab on HF</a></h4><p>The full LumynaX release family &mdash; 50 models and counting.</p></td>
+</tr>
+</table>
+
+## 🤖 Automation Notes
 
 Automation should read these files before launching:
 
@@ -235,5 +319,12 @@ Automation should read these files before launching:
 
 ---
 
-<p align="center"><em>Local roots, global work. &middot; Sovereignty is a design property, not a deployment option.</em></p>
-<p align="center"><sub>AbteeX AI Labs &middot; <a href="https://abteex.com">abteex.com</a> &middot; <a href="https://lumynax.com">lumynax.com</a> &middot; <a href="https://huggingface.co/AbteeXAILab">huggingface.co/AbteeXAILab</a></sub></p>
+<p align="center"><em><b>Local roots, global work.</b> &middot; <b>Sovereignty is a design property, not a deployment option.</b></em></p>
+
+<p align="center">
+<a href="https://abteex.com"><b>abteex.com</b></a> &middot;
+<a href="https://lumynax.com"><b>lumynax.com</b></a> &middot;
+<a href="https://huggingface.co/AbteeXAILab"><b>huggingface.co/AbteeXAILab</b></a>
+</p>
+
+<p align="center"><sub>AbteeX AI Labs &middot; Aotearoa New Zealand &middot; LumynaX release card v6</sub></p>