IP and use

© 2026 Ewan Simpson. Public research papers, explanatory pages and diagrams may be quoted and cited with appropriate attribution, subject to the rights and licences applicable to any third-party source material.

AI-OS, FARABI and associated diagnostic instruments, scoring systems, implementation methods, datasets, software, professional workbooks and training materials are not placed in the public domain by publication of explanatory material on this site. No licence is granted to reproduce or commercially implement proprietary professional materials except by written agreement.

Public AI-OS occupation examples that incorporate O*NET® information use material from the U.S. Department of Labor, Employment and Training Administration under CC BY 4.0 and may include modifications and supplementary analysis. USDOL/ETA has not approved, endorsed, or tested those modifications.