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Terms of Use

Last updated: March 2026

1. Acceptance of Terms

By accessing and using SHIFT Observatory, you agree to these terms and conditions. If you do not accept these terms, please do not use the platform.

2. Description of Service

SHIFT Observatory is an interactive information platform tracking AI's impact on the Saudi Arabian labor market. The data provided is for informational and analytical purposes only.

3. Disclaimer

The information provided on this platform does not constitute professional, investment, or career advice. AI risk scores are estimates based on academic models and do not guarantee actual outcomes. Professional or financial decisions should not be made based solely on this data.

4. Intellectual Property

All content, designs, graphics, and data displayed on this platform are protected under intellectual property laws. Reproduction or redistribution without prior written permission is prohibited.

5. Data Sources

The platform relies on data from public sources including: GASTAT, GOSI, World Economic Forum (WEF), and academic research (Frey-Osborne, Eloundou, Felten). We strive for accuracy but do not guarantee the data is error-free.

6. Limitation of Liability

SHIFT Observatory shall not be liable for any direct or indirect damages arising from the use of the platform or reliance on the data provided.

7. Governing Law

These terms are governed by the laws of the Kingdom of Saudi Arabia. Any disputes shall be subject to the jurisdiction of the competent Saudi courts.

8. Amendments

We reserve the right to modify these terms at any time. Your continued use of the platform after modifications constitutes acceptance of the updated terms.