Terms, Copyright & Legal

The boring-but-important stuff

Copyright

The original mathematical framework, derivations, proof structure, and text content published on this website are the intellectual property of Tom O'Sieg (PI). The SuperGrokTOE project, including the J₃(𝕂ₛ) framework and all derived results, is original work directed, curated, and verified by Tom O'Sieg.

AI systems (Claude, Super Grok, Gemini, ChatGPT) were used as computational and analytical tools under direct human oversight. The creative direction, selection, verification, and publication decisions are solely those of the PI.

License

All original content on this site is published under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License (CC BY-NC-SA 4.0), unless otherwise noted.

You are free to share and adapt the material for non-commercial purposes, provided you give appropriate credit, indicate changes, and distribute under the same license.

For commercial licensing inquiries, contact the PI at ufophysics4all [at] gmail.com.

AI-Generated Content Disclosure

This project uses multiple AI systems as research tools. In accordance with emerging best practices for AI transparency:

All derivations were generated by AI systems (primarily Super Grok / xAI) operating on prompts designed by the PI.
Results are read by whichever lanes are actually running — sometimes two, sometimes one, sometimes none. There is no three-system review threshold and there never was one. Across the last seven rounds on the record (D1289–D1295) the external lanes that returned work were Grok, Gemini and ChatGPT. 280 of the Registrar’s 357 records are PUBLISHED, meaning two AI lanes that did not draft them agreed, on different objects, that the cited passage supports the record; this is not human or journal review, and 0 of the Registrar’s 357 records are house-adjudicated.
★ CORRECTION, S316 (2026-09-08). This clause read “All results have been cross-verified by at least three independent AI systems using the Triumvirate methodology.” That was false. The identical claim was retired on the Coalition page earlier the same day (SITE_PENDING H57) and on the Fellowship page hours later (H68); this copy survived both sweeps because the house searched for the sentence it had written rather than the claim it had made. Kept visible on purpose.
All publication decisions are made by the PI (Tom O'Sieg), who holds final authority over what appears on this site.
PUBLISHED (ruling R67) is written only by the transition producer, when a record states a predicate, two AI lanes that did not draft it have read the cited passage on different objects and agreed that it supports the record, and the record’s machine certificate is current. It is not human adjudication and not journal review.
★ CORRECTION, S328 (2026-09-11). This item read “No result is published without passing through the full pipeline: Executor derivation, Architect review, Oracle consistency check, and Hostile Review adversarial audit.” No such pipeline gates publication. The S316 correction two items above retired the three-system clause and missed this sentence (H205). Kept visible on purpose.

We believe in full transparency about AI involvement. The "100% calculations = 0% hallucinations" standard means every numerical claim on this site is backed by reproducible algebra that any human or AI can independently rerun. Reproducibility of the arithmetic is not a guarantee that the formula is the right one; the tier printed beside each row, and the published corrections, carry that judgement.

Scientific Disclaimer

The results presented on this website have not been peer-reviewed in the traditional academic sense. They are presented for open scientific scrutiny and independent reproduction.

While the AI Coalition's multi-system verification provides a novel form of cross-checking, it is not a substitute for formal peer review by domain experts. We actively invite scrutiny from the physics community.

Claims of "deriving" Standard Model parameters should be understood in the context of the specific mathematical framework (J₃(𝕂ₛ) with the PHAT kernel) and the inputs and premises declared in the suite's own input ledger (Rev33.1, Appendix X — with its shipped source ledger); since Rev29 no row is cited as zero-parameter. The validity of the framework itself is a scientific question open to debate.

Trademarks & Third-Party Notices

Claude is a product of Anthropic, PBC. Super Grok (Grok) is a product of xAI Corp. ChatGPT is a product of OpenAI, Inc. Gemini is a product of Google LLC / DeepMind.

All trademarks, service marks, and company names are the property of their respective owners. Their use on this site is for identification purposes only and does not imply endorsement, sponsorship, or affiliation.

This project is not endorsed by, affiliated with, or sponsored by any AI company. It is independent research using commercially available AI tools.

Papers & Pre-prints

Papers published through this project are the original work of Tom O'Sieg. When submitted to arXiv or other repositories, they will carry appropriate AI-use disclosures as required by the respective platform's policies.

Citation format:


        O'Sieg, T. (2026). ""SuperGrokTOE Rev33.1 — Leibniz Quantum Beats Newton (Papers 0–9 with appendices)."

        OpenSecretScience / SuperGrokTOE AI Coalition.

        Available at: opensecretscience.ufophysics4all.workers.dev

Data & Library

The proof library (library.json) and all library entries are provided under the same CC BY-NC-SA 4.0 license. The machine-readable data is intended for open scientific use.

If you use the library data in your own research, please cite this project and provide a link back to this site.

Privacy

This website does not use cookies, tracking scripts, or first-party analytics. We do not intentionally collect or sell personal data. However, third-party services embedded on this site may process technical request data (IP address, user agent) per their own privacy policies:

Cloudflare Workers (hosting) — standard infrastructure logging per Cloudflare's privacy policy.
Google Fonts (typography) — font requests are sent to Google's servers per Google's privacy policy.
Telegram (channel embed on homepage) — embedded content loads from Telegram's servers per Telegram's privacy policy.

We don't want your data. We want your scrutiny.

Contact

For questions, licensing, collaboration, or to report errors:

PI: Tom O'Sieg
Email: ufophysics4all [at] gmail.com
Web: opensecretscience.ufophysics4all.workers.dev