Disclaimer

Last updated: June 11, 2026. View change history.

Educational content

The lessons on Clawdemy are provided for general educational purposes. They are written to help readers understand how modern AI systems work and how to use them practically. They are not professional advice (technical, legal, financial, medical, or otherwise). Important decisions about your career, business, code, security posture, money, health, or legal standing should not rest on a Clawdemy lesson alone. Cross-check with primary sources (which we link in every lesson) and, where appropriate, with a qualified professional.

AI moves fast

The field of AI is changing quickly. Specific tools, model names, prices, capabilities, and best practices may shift between when a lesson is written and when you read it. We update lessons when changes are large enough to matter. We do not guarantee that every detail is current at the moment you read it. When something looks out of date, the GitHub repo at github.com/clawless-io/clawdemy is the place to flag it.

AI in the production pipeline

Clawdemy is transparent about where AI participates in producing lessons:

• Lesson text. Lessons are drafted with the assistance of large language models and are reviewed and edited by humans before publication. A lesson does not ship without human review. Where a lesson includes a factual claim, we cite the underlying source so you can verify it directly.
• Lesson audio. Audio is generated by AI text-to-speech, not by a human voice actor. We disclose this so you can decide how much to weight tone, pacing, or pronunciation when you listen.
• Visual diagrams and figures. Diagrams are hand-authored unless a lesson explicitly notes otherwise.

Text remains the source of truth. If you find an error, the GitHub repository at github.com/clawless-io/clawdemy is the place to flag it.

Open curriculum, mixed sources

Clawdemy adapts public educational material into a free, audio-narrated form. Current source material includes Stanford CME 295 lecture notes; additional sources will be added as new tracks ship and will be cited per-lesson. Adaptation is acknowledged in the relevant lesson and track pages. Original sources retain their own licenses and we link to them so you can read the source directly.

Curriculum independence

Clawdemy is built independently and is not sponsored by, affiliated with, endorsed by, or partnered with any of the third parties named in its lessons (including but not limited to OpenAI, Anthropic, Google, Meta, Microsoft, Stanford University, the Hugging Face team, or any other organization referenced in the curriculum). Where a lesson mentions a product, model, service, paper, or course, the mention acknowledges its existence, technical role, or licensing terms. Trademarks named in lessons remain the property of their respective owners.

Open-source acknowledgments

Clawdemy is built on Astro (MIT) and Starlight (MIT). Open-source code retains its original license. Original Clawdemy curriculum content is licensed CC BY-NC-SA 4.0. AI-narrated audio is All Rights Reserved by RBJ Global LLC. Code samples embedded in lessons are MIT. The detailed licensing policy and the commercial-license inquiry pathway are at /legal/licensing.

Some lessons adapt material from third-party sources that ship under their own licenses. Stanford CME 295 lecture notes, for example, are released under CC BY-NC 4.0 (non-commercial). Where Clawdemy adapts CC BY-NC material, the adapted lesson retains the upstream non-commercial restriction, which now aligns cleanly with Clawdemy’s outbound CC BY-NC-SA 4.0 license. Lessons authored from scratch are released under CC BY-NC-SA 4.0. Each lesson page indicates the applicable license for that specific lesson.

External links

Links from Clawdemy to external websites do not imply endorsement of the content, products, services, terms, or practices of those sites. Visit external sites at your own discretion.

Forward-looking statements

Clawdemy describes upcoming tracks and planned material. Plans change. Anything described as planned, queued, or coming is not a promise of delivery on a specific date. Topics are the commitment; deadlines are not. We also do not guarantee that any specific lesson, track, or feature will remain available indefinitely. Lessons may be revised, retired, or replaced as the field evolves. The GitHub repository preserves prior versions for anyone who wants to reference them.

Contact

info@clawdemy.org
RBJ Global LLC

Changelog

• 2026-06-11: Material license change. Original Clawdemy curriculum content relicensed from CC BY-SA 4.0 to CC BY-NC-SA 4.0. Audio narration newly marked as All Rights Reserved by RBJ Global LLC. Code samples remain MIT. Detailed policy and commercial-license inquiry pathway at /legal/licensing. Content distributed under the prior CC BY-SA 4.0 grant remains validly licensed under those original terms to recipients of that prior distribution; the new license applies prospectively. The new CC BY-NC-SA 4.0 wrapper resolves a latent licensing-compatibility tension with upstream CC BY-NC sources like Stanford CME 295 that previously required per-lesson handling.
• 2026-05-02: Initial publication, with same-day revisions following an independent senior policy reviewer audit. Canonical contact email moved to info@clawdemy.org. Per-lesson licensing model published (Stanford CME 295-derived lessons remain CC BY-NC 4.0; original Clawdemy lessons released under CC BY-SA 4.0). “AI narration” expanded into “AI in the production pipeline” disclosing LLM-assisted drafting + human review + hand-authored diagrams. “Curriculum independence” strengthened with the standard “no sponsorship/affiliation/endorsement” formula and named third parties. Forward-looking statements include availability disclaimer.