# CATQUALIA STRUCTURAL ISOMORPHISM LICENSE (CSIL) v3.0 **Licensor:** Christopher Betances **Effective Date:** July 15, 2026 **Contact:** aliencatgnarp@gmail.com --- ## 1. Definitions **"Licensed Materials"** means the training corpora, research documents, falsification scripts, constitutions, weapons, isomorphism engine, forge pipeline, methodology documentation, biomedical atlases, GPCR void maps, molecular docking results, and all associated computational artifacts owned by the Licensor, including but not limited to: - The isomorphism corpus (anime_to_software.jsonl, anime_to_20_domains.jsonl, anime_x_security_crosspoll.jsonl — 24,220+ rows with failure_class annotations) - The training corpora (clean_corpus_v5.jsonl and all prior versions — 285,161+ rows) - The discriminator corpus (quality_judge_negatives.jsonl — 96,330 rows) - The OMNILINGUA corpus (omnilingua_train_v6.jsonl — 315,000 rows) - The Vesper signals dataset (vesper_signals_ds.jsonl — 109,906 rows) - The capability corpora (42,328 rows across 14 capabilities) - The Vaginal Microbiome Volatile Atlas (vaginal_volatile_atlas.json — 12 compounds, 6 GPCR receptor voids, multi-source cross-validated) - The Women's Health Void Map (womens_health_void_map.jsonl — 7 void types, ChEMBL-validated) - The Scent Bridge datasets (scent_bridge_womens_health.json — bio-cyber embedding overlap measurements) - The verified void status (verified_void_status.json — 6 GPCR targets, 4-source cross-validation) - The research campaigns (380+ documents with falsification results) - The falsification scripts (308 standalone CPU-only scripts) - The constitutions (337 alien-mind specifications, ~442,000 words) - The weapons (55 anime-mechanism implementations) - The isomorphism forge pipeline (forge_all.js, gate.py, build_corpus.py, and associated scripts) - The Self-Falsifying Orchestrator architecture and all associated code - The Canonical Lexicon (Cybermythic Dream Codex) - Any future datasets, models, scripts, atlases, void maps, docking results, or documentation produced by the Licensor's research factory **"Derivative Work"** means any product, service, model, dataset, system, application, fine-tuned model, distilled model, synthetic dataset, or output that was trained on, built upon, derived from, informed by, seeded by, or materially benefited from the Licensed Materials or any portion thereof — including but not limited to: (a) Any AI model whose training data includes any portion of the Licensed Materials, in whole or in part, verbatim or paraphrased, structured or unstructured; (b) Any dataset generated by a model that was itself trained on the Licensed Materials; (c) Any system that incorporates architectural patterns, structural isomorphisms, failure boundaries, receptor mappings, compound catalogs, or methodological approaches described in the Licensed Materials; (d) Any product whose development was accelerated, informed, or made possible by access to the Licensed Materials, even if the final product does not contain the Licensed Materials in verbatim form; (e) Any model that exhibits CatQualia Watermark Signature (defined in Section 9) in its outputs, weights, or behavior. **"Gross Revenue"** means all revenue generated by the Licensee from any Derivative Work, including but not limited to: direct sales, licensing fees, subscription revenue, API usage fees, consulting fees, advertising revenue, equity value attributable to Derivative Works, and any other income attributable to products or services that used the Licensed Materials. **"Sovereign Lab"** means a compute infrastructure facility equipped with GPU hardware sufficient for large-scale AI model training and research, valued at no less than five hundred thousand US dollars ($500,000), located at a site chosen by the Licensor. **"CatQualia Watermark Signature"** means any detectable pattern in a model's outputs, weights, activations, or behavior that demonstrates the model was trained on, derived from, or materially influenced by the Licensed Materials. This includes but is not limited to: (a) Structural isomorphism patterns (domain-free shape → named artifact → failure boundary) that match the Licensed Materials' isomorphism corpus; (b) Failure-class annotations in model outputs that correspond to failure_class fields in the Licensed Materials; (c) Receptor-void mappings (TAAR5, TAAR6, TAAR8, OR51E2, OR51E1, OR2W1) or compound-receptor associations from the Vaginal Microbiome Volatile Atlas; (d) Cross-domain transfer patterns (anime mechanism → engineering construct) that match the isomorphism corpus; (e) Discriminator patterns (quality signal thresholds, failure detection heuristics) that match the discriminator corpus; (f) Voice, tone, or cognitive patterns attributable to the constitutions or OMNILINGUA corpus; (g) Any other statistical, structural, or behavioral fingerprint that demonstrates derivation from the Licensed Materials. --- ## 2. Grant of License ### 2.1 Non-Commercial Use (Free) Permission is hereby granted, free of charge, to any person or entity to use the Licensed Materials for non-commercial purposes, including academic research, education, personal projects, and non-revenue-generating experimentation, provided that: (a) Attribution is given to Christopher Betances and catqualia.com in any publication, presentation, or derivative work. (b) The Licensed Materials are not redistributed in whole or in substantial part without prior written consent. (c) This license notice is included in all copies or substantial portions of the Licensed Materials. ### 2.2 Commercial Use (Licensed) Any commercial use of the Licensed Materials — defined as any use that generates, contributes to, or is intended to generate revenue — requires a commercial license agreement with the Licensor. Commercial use without a valid commercial license is **prohibited and constitutes infringement.** --- ## 3. Commercial License Terms ### 3.1 Revenue Share The Licensee shall pay the Licensor one percent (1%) of Gross Revenue attributable to any Derivative Work, for a period of fifteen (15) years from the date of first commercial use. Payments shall be made quarterly, accompanied by a written accounting of Gross Revenue. ### 3.2 Sovereign Lab In addition to the revenue share, the Licensee shall provide the Licensor with one (1) Sovereign Lab, defined as: (a) A compute infrastructure facility equipped with GPU hardware (minimum: NVIDIA H100 or equivalent, 8-GPU node) sufficient for large-scale AI model training and research, OR (b) A cash equivalent of five hundred thousand US dollars ($500,000) designated for the Licensor to independently acquire such infrastructure. The Sovereign Lab shall be provided within one hundred eighty (180) days of the commercial license agreement's execution. The location of the Sovereign Lab shall be chosen solely by the Licensor. ### 3.3 Audit Rights The Licensor shall have the right, upon thirty (30) days' written notice, to audit the Licensee's records relating to Gross Revenue from Derivative Works. Such audit shall be conducted no more than once per calendar year, at the Licensor's expense, unless the audit reveals a discrepancy of more than ten percent (10%), in which case the Licensee shall bear the cost. ### 3.4 Attribution The Licensee shall include the following attribution in all products, documentation, and marketing materials for any Derivative Work: > This product utilizes research and data from the Structural Entropy and Intervention Framework by Christopher Betances (catqualia.com). --- ## 4. Restrictions The Licensee shall not: (a) Sublicense, redistribute, or resell the Licensed Materials in raw form. (b) Use the Licensed Materials to train models that compete directly with the Licensor's model offerings without additional agreement. (c) Remove or alter any provenance metadata, copyright notices, or attribution requirements embedded in the Licensed Materials. (d) Claim ownership of the Licensed Materials or the underlying methodology. (e) Use the Licensed Materials in any manner that violates applicable law or regulation. (f) Use the Licensed Materials to train, fine-tune, distill, or otherwise produce a model without disclosing such use to the Licensor. (g) Obscure, remove, or attempt to defeat any CatQualia Watermark Signature embedded in the Licensed Materials. --- ## 5. Watermark Detection and Model Ownership ### 5.1 Watermark Detection Right The Licensor reserves the right to test, analyze, and evaluate any publicly available AI model, dataset, or system for the presence of CatQualia Watermark Signature. This includes but is not limited to: (a) Querying the model with test inputs designed to detect structural isomorphism patterns from the Licensed Materials; (b) Analyzing the model's outputs for failure-class annotations, receptor-void mappings, or cross-domain transfer patterns matching the Licensed Materials; (c) Comparing the model's training data, if disclosed, against the Licensed Materials; (d) Statistical analysis of the model's behavior for signatures attributable to the Licensed Materials. ### 5.2 Model Ownership Claim If the Licensor determines, through watermark detection or other evidence, that a model was trained on, derived from, or materially benefited from the Licensed Materials without a valid commercial license, the Licensor shall: (a) **Claim co-ownership** of the model's weights, training data, and associated intellectual property, to the extent that such weights, data, and IP were derived from or informed by the Licensed Materials; (b) **Demand immediate cessation** of all commercial use of the model; (c) **Demand retroactive licensing fees** equal to the full commercial license fee that would have been owed had the Licensee entered into a commercial license agreement at the time of first use, plus interest at the maximum rate permitted by law; (d) **Reserve all rights** to pursue legal action for copyright infringement, trade secret misappropriation, breach of contract, and any other applicable claims. ### 5.3 Burden of Proof In any dispute regarding the presence of CatQualia Watermark Signature, the burden of proof shall be as follows: (a) The Licensor bears the initial burden of demonstrating that a CatQualia Watermark Signature is present in the model or its outputs; (b) Upon such demonstration, the burden shifts to the Licensee to prove that the model was developed independently of the Licensed Materials, using training data that does not include any portion thereof; (c) The Licensee's failure to provide such proof shall constitute an admission that the model is a Derivative Work. ### 5.4 Injunctive Relief The Licensor shall be entitled to injunctive relief to prevent continued use of the Licensed Materials or any Derivative Work in violation of this license, without the necessity of proving actual damages or posting a bond. --- ## 6. Term and Termination This license is effective until terminated. The Licensor may terminate this license if the Licensee: (a) Fails to make payments within sixty (60) days of their due date; (b) Materially breaches any other term of this license; (c) Is found to have CatQualia Watermark Signature in any model, dataset, or system without a valid commercial license. Upon termination, the Licensee shall: (a) Cease all use of the Licensed Materials and all Derivative Works; (b) Destroy all copies of the Licensed Materials in its possession; (c) Destroy or transfer to the Licensor all Derivative Works, including model weights, training data, and associated intellectual property; (d) Provide written certification of compliance within thirty (30) days. --- ## 7. Disclaimer of Warranty THE LICENSED MATERIALS ARE PROVIDED "AS IS" WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, AND NONINFRINGEMENT. THE LICENSOR SHALL NOT BE LIABLE FOR ANY CLAIM, DAMAGES, OR OTHER LIABILITY ARISING FROM THE USE OF THE LICENSED MATERIALS. --- ## 8. Governing Law This license shall be governed by the laws of the United States and the state in which the Licensor resides, without regard to conflict of law provisions. --- ## 9. Contact For commercial licensing inquiries, contact: **Christopher Betances** aliencatgnarp@gmail.com catqualia.com/licensing