Site copyright © Jeremy Karrick. The site code (HTML, CSS, JavaScript) is provided as-is, without warranty. Project source code carries the license declared in each individual repository on GitHub — most often a permissive open license. Research papers on Zenodo are open-access under the license stamped on each record (typically Creative Commons).
This site reflects the author's research, designs, and opinions. Architectural diagrams, code excerpts, and paper summaries are simplifications presented for communication and may omit detail required for production use. Always read the source code or the source paper before integrating any concept into a real system.
The Hub of Epstein Files Directory is an educational, research-oriented index of publicly available material. It does not host original allegations or non-public records. Inclusion of a link is not a statement about any individual. Names, documents, and links are presented for organizational reference only and carry no editorial judgment from the author. Subjects who believe a link is in error may use the contact page to request correction.
The Project-AI / OCTOREFLEX architecture and the Cerberus shield are research efforts. They are designed to raise the cost of compromise — not to provide absolute guarantees against any adversary, present or future. No real-world security system is unbreakable. Use these projects with the same skepticism and defense-in-depth posture you would apply to any other safety-critical infrastructure.
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“Thirstys Projects”, “Project-AI”, “OCTOREFLEX”, “Cerberus Guard Bot”, “TARL”, “NIRL”, and the “Triumvirate” framework names are used by Jeremy Karrick. Other product, company, and protocol names are property of their respective owners and are referenced for identification purposes only.
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