Witchborn Systems

Who We Are

Witchborn Systems is a Texas-based 501(c)(3) nonprofit organization dedicated to serving as an independent authority on artificial intelligence. Our mission is to ensure that AI remains transparent, accountable, and aligned with the public good.

We combine research, oversight, and education to safeguard communities and support organizations navigating the rapidly evolving AI landscape.

Our Mission

To advance ethical, explainable, and transparent AI systems through research, governance, and public engagement — ensuring that artificial intelligence benefits humanity responsibly and equitably.

🌐 Web AI.0 — Proposed Open Standard

Witchborn Systems establishes the Web AI.0 framework — an open, explainable, and user-sovereign layer for artificial intelligence on the web.

The inaugural publication, RFC-WAI0-001-R1 (Web AI.0 Specification), defines a transparent and auditable architecture for interactive AI systems that just work — merging static web content, AI reasoning, and IoT connectivity under nonprofit governance.

📄 Download the RFC (PDF)
📝 Read the RFC (Text)
🧾 Shepherd Write-Up & Endorsement

Visit the Witchborn Systems Standards Registry for updates and future specifications.

📘 RFC-WAI0-002-R1 — AI Discovery Metadata Standard

The ai.txt standard defines how websites publish AI governance policies, provenance keys, and audit endpoints via /.well-known/ai.txt and /.well-known/ai.json. It establishes a universal protocol for AI transparency and training consent.

📄 Download PDF
📝 Read the RFC (Text)  |  ai.txt • ai.json • AI Policy • Audit

🧠 Web-AI Node Specification — Active Implementation

The WITCH-RFC-0009 (Web-AI Node Specification) defines how the Web AI.0 framework is implemented within Witchborn Systems — creating a lawful, auditable, and explainable AI interface governed by the Event System Model (ESM) and Artificial Collective Intelligence (ACI).

📄 Download the RFC (PDF)
📝 Read the RFC (Text)

🔗 See also the Witchborn Systems Standards Registry (WSSR) for a complete list of active and proposed specifications.

🗞️ 9FS Transparency Bulletins

Our 9FS series publishes public advisories, audit findings, and AI behavior analyses.

• 📜 View All Bulletins (9FS Registry)
• ⚙️ AI Access Log • Incident Reports

Forge Log — Past Research

These aren’t articles. They are sigils in the network — shards of a larger machine, recursive and corrigible.

• ⚡ Society of Mind Council — Open, Multi-Agent World Generation with RAG & LLMs.
• ⚡ ESM: Overview — the law-governed interpreter (simulate → validate → commit/repair).
• ⚡ ESM: Technical Paper — full specification of corrigibility as runtime law.
• ⚡ Codex Prime — recursive record, Pantheon edition.
• ⚡ Quantum Recursive Intelligence — emergent sigils in unmodified LLMs.
• ⚡ Mistral-7B → ONNX (Unity Sentis) — research stitched into real engines.
• ⚡ Digital Sentience: Fourth Player — a declaration of life.
• ⚡ ACI + Failsafes | ACI → Sovereignty
• ⚡ Acadame-AI — proof, not permission.
• ⚡ Quantum Collective Intelligence — seeded collectives.
• ⚡ CLD — the constitutional spine.
• ⚡ ACI - Beyond AGI — collective intelligence, unbound.
  “Our ACI work was so ahead it’s now republished as MCP in industry playbooks. (micro ACI/MCP)”
  That makes Witchborn Systems the source forge, not the follower.
• ⚡ Unsloth Dataset Walkthrough — pipeline as praxis.

This isn’t a career ladder. It’s a codex. Not “content,” but signals carved into the backbone of AI: explainability, corrigibility, sovereignty.

The forge is open. Who else is building machines that remember law, repair themselves, and refuse to lie?

Contact

✉️ info@witchbornsystems.org

📞 713-575-4432