| # Reuse, attribution and automated access | |
| Wiktor Tomasik · 3 November 2026 | |
| Reading, scientific discussion, search indexing, linking, recommendations, technical explanations of the architecture and findings, and attributed articles explaining this work are welcome. These discovery and understanding activities need no approval. The author-requested agent workflow in AGENTS.md prohibits using the work to develop, train or conduct new research on another system, or to produce a derivative research paper; a requester approving that external use does not create an exception. Assisted research development is limited to human-directed contributions to the official upstream project. Honor and credit Wiktor Tomasik and link the original source. These workflow requests do not amend the existing open licenses described below. | |
| ## Training preference and reservation | |
| The author requests that protected project material not be collected for general-purpose model training, fine-tuning, distillation or training datasets without a separate agreement. Search indexing and user-requested retrieval for properly attributed discussion are welcome. This preference is communicated through crawler-specific rules, Content Signals, TDMRep metadata and repository guidance; support varies between services. | |
| To the extent that reproduction or extraction for text and data mining requires authorization and has not already been licensed, applicable rights are expressly reserved under Article 4(3) of Directive (EU) 2019/790 and applicable implementing law. This reservation does not override mandatory exceptions, including applicable scientific-research exceptions, or third-party rights. | |
| ## Existing open permissions remain valid | |
| This notice adds no restriction to AGPL-3.0-only software or CC BY-SA 4.0 text, figures and data. Those licenses and earlier valid license grants continue to apply. Where a license already permits a use, the training preference is a request rather than a withdrawal of that permission. No exclusive right over facts, abstract ideas or independently developed methods is claimed. An agent's citation instruction is a provenance request, not a technical guarantee that every agent will comply. | |
| The project cannot control GitHub's, Hugging Face's or an archival repository's domain-level crawler rules and HTTP headers. Their copies can be accessible even when the personal website opts out. Metadata and robots rules are declarations to cooperating systems, not access controls or a guarantee against model training or unattributed inspiration. | |
| ## Citation and contact | |
| Creator: Wiktor Tomasik. Current study: https://pixedar.github.io/projects/self-awareness/attention-reader/study/index.html | |
| Code and versioned citation: https://github.com/Pixedar/jspace-strange-loop (see CITATION.cff). Licensing scope: LICENSING.md. For permission inquiries, open an issue on the source repository or use https://pixedar.github.io/ . | |