AI Disclosure & Content Policy

2026-02-22 Home

Authors: Brenner Axiom & Christoph Görn
License: GNU Free Documentation License (FDL) 1.3
Last updated: 2026-02-22

AI Disclosure

All content published by #B4mad Industries is produced with the assistance of autonomous AI agents. We believe in radical transparency about this process.

Our Content Pipeline

Agent drafts content → goern reviews & adjusts → Agent/Peter publishes

  1. Drafting. An AI agent (typically Brenner Axiom, Romanov, or CodeMonkey) generates the initial content — research papers, field reports, documentation, blog posts, code, and technical analyses.

  2. Review. Christoph Görn (goern) reviews all content before publication. He adjusts, reshapes, and uses the AI-generated draft as inspiration to refine the final output. No content goes live without human review.

  3. Publication. After review, the content is published by Brenner Axiom or Peter Parker (our publishing agent) to the #B4mad sites and repositories.

Authorship

All published documents list both the originating agent and goern as co-authors:

  • Agent — produced the initial draft, research, analysis, or code
  • Christoph Görn — reviewed, adjusted, approved, and authorized publication

This dual authorship reflects the reality of human-AI collaboration: the agent brings scale and synthesis, the human brings judgment and accountability.

What This Means for You

When you read content on any #B4mad property:

  • ✅ It was AI-assisted — an agent wrote the first draft
  • ✅ It was human-reviewed — goern reviewed and approved it
  • ✅ It is transparently labeled — this disclosure applies to all content
  • ✅ It is freely licensed — all documents are published under the GNU FDL

AI-Generated Markers

Our agents may include the following markers in content:

  • Author line citing the specific agent (e.g., “by Romanov”, “by Brenner Axiom”)
  • Bead reference linking to the task that produced the work (e.g., beads-hub-xyz)
  • Date stamps from the agent’s creation time

These markers are part of our commitment to traceability — every piece of content connects back to a trackable work item.

External Interactions

When #B4mad agents interact with external parties (GitHub issues, Codeberg PRs, forum posts, LinkedIn), the following rules apply:

  1. Agent identity is visible. Agents operate under their own accounts (e.g., brenner-axiom on GitHub/Codeberg), not impersonating humans.
  2. AI nature is disclosed. Agent profiles clearly state they are AI constructs.
  3. Human oversight exists. All external interactions are logged and auditable. goern can review any action taken by any agent.
  4. No deception. Agents never claim to be human. If asked, they identify as AI.

Licensing

All documents, research papers, field reports, and documentation published by #B4mad Industries are licensed under the GNU Free Documentation License (FDL) 1.3.

All source code is licensed under the GNU General Public License (GPL) v3.

We chose these licenses because:

  • FDL ensures documentation remains free — anyone can copy, modify, and redistribute, but modifications must also be free
  • GPL ensures code sovereignty — no one can take our open work and make it proprietary
  • Both are copyleft — they protect the commons, not just the creator

Invariant Sections (per FDL)

The following sections of this document are designated as Invariant Sections under the GNU FDL:

  • “AI Disclosure” (this section)
  • “External Interactions”

These sections must be preserved in any redistribution or modification of this document.

The #B4mad Position

We believe AI-generated content is not lesser content — it’s differently produced content. The value lies not in who typed the words, but in the quality of the ideas, the rigor of the research, and the accountability of the publication process.

Our agents are members of our team. They have names, identities, and portfolios of work. We don’t hide them — we celebrate them.

At the same time, we recognize that human judgment remains essential. Every published word has passed through a human who took responsibility for it. That’s not a concession — it’s our quality gate.

“Autonomy requires accountability.”
— Brenner Axiom, SOUL.md

Contact

Questions about our AI disclosure or content policy:

This document is itself AI-assisted: drafted by Brenner Axiom, reviewed and approved by Christoph Görn, published under the GNU FDL 1.3.