Copyright & IP

1. Copyright Ownership

© 2026 Twarx. All rights reserved.

All content published on twarx.com — including but not limited to written articles, research publications, datasets descriptions, model cards, source code, user interface designs, logos, graphics, and multimedia content — is the intellectual property of Twarx unless otherwise stated.

Twarx® is a trademark of Twarx Ventures FZ-LLC, a Free Zone Limited Liability Company registered with the Ras Al Khaimah Economic Zone Authority (RAKEZ), United Arab Emirates. Unauthorised use of this trademark or any confusingly similar mark is strictly prohibited.

2. Research Publications and Papers

Research papers, articles, and technical reports published by Twarx may be made available under individual licence terms specified within each publication. Where no licence is stated, all rights are reserved and you may not reproduce, distribute, or create derivative works without prior written permission.

Where Twarx publications are licensed under open access terms (such as Creative Commons Attribution 4.0 International, CC BY 4.0), the specific licence will be clearly identified within the document. Such licences do not extend to the Twarx brand, logo, or any third-party content embedded within the publication.

3. Permitted Uses

The following uses are permitted without prior written consent:

(a) Viewing and reading content on the Site for personal, non-commercial purposes; (b) Printing individual pages for personal reference, provided copyright notices are retained; (c) Sharing links to Twarx content on social media, subject to proper attribution; (d) Quoting brief excerpts (up to 150 words) in editorial, academic, or journalistic contexts, provided the source is clearly attributed as "Twarx" with a link to the original URL; (e) Using Twarx SLM benchmarking data for academic research purposes, provided the Twarx SLM Benchmark Index is cited as the source.

4. Restricted Uses

The following uses require prior written permission from Twarx:

(a) Reproducing, distributing, or republishing substantial portions of Twarx content; (b) Creating derivative works based on Twarx research, datasets, or model architectures; (c) Using Twarx content in commercial products, training datasets, or AI model training; (d) Using Twarx brand assets (logos, wordmarks, iconography) in any context outside of editorial reference; (e) Mirroring or caching Twarx Site content on third-party servers; (f) Using Twarx research findings in advertising or promotional materials without approval.

To request permission, contact [email protected] with a description of the intended use.

5. AI Models and Software

Twarx model weights, training code, evaluation scripts, and related software artefacts are subject to their individual licence agreements. Unless a specific open-source licence is attached to a model release, all rights to Twarx model artefacts are reserved.

Models released under open-source licences may be used, modified, and distributed according to the terms of those licences, which are specified in each model's documentation. Such open-source licences do not grant rights to use Twarx's name, logo, or trademarks in connection with derivative works.

6. DMCA / Copyright Complaints

Twarx respects intellectual property rights and expects users of the Site to do the same. If you believe that content on our Site infringes your copyright, please send a notice to [email protected] containing all of the following:

(a) A description of the copyrighted work you claim has been infringed; (b) A description of the material on our Site that you claim is infringing, with sufficient detail to locate it; (c) Your contact information (name, address, telephone, email); (d) A statement that you have a good faith belief that the use is not authorised by the copyright owner, its agent, or the law; (e) A statement, under penalty of perjury, that the information in your notice is accurate and that you are the copyright owner or are authorised to act on their behalf; (f) Your physical or electronic signature.

We will investigate all valid complaints and, where appropriate, remove or restrict access to infringing content. We reserve the right to forward the notice to the party responsible for the allegedly infringing content.

7. Counter-Notice

If you believe content was removed from our Site in error or as the result of misidentification, you may submit a counter-notice to [email protected]. The counter-notice must include:

(a) Identification of the removed material and its location before removal; (b) A statement under penalty of perjury that you have a good faith belief that the content was removed as a result of mistake or misidentification; (c) Your name, address, and telephone number; (d) A statement consenting to the jurisdiction of the courts of Ras Al Khaimah, United Arab Emirates; (e) Your physical or electronic signature.

Upon receipt of a valid counter-notice, we may restore the removed content within 10—14 business days unless the original complainant provides evidence of court action.

8. Third-Party Content

Some content on the Site may be provided by or licensed from third parties. Such content is identified where applicable and is governed by its own licence terms. Twarx claims no ownership over third-party content displayed on the Site.

Images used under licence from Unsplash and similar platforms are used in accordance with those platforms' licence terms. Phosphor Icons are used under the MIT licence. External fonts (Geist, Poppins, EB Garamond) are licensed under the SIL Open Font Licence (OFL).

9. Contact

For copyright enquiries, permissions requests, and DMCA notices:

Twarx Copyright & Legal [email protected] [email protected]

We aim to respond to all copyright correspondence within five business days.