From principles to practice: a novel matrix for evaluating AI-powered learning platforms based on the UNESCO Ethical Impact Assessment tool
The study introduces the Gulf-AI Education Tool Evaluation Matrix (G-AIETM), a framework designed to assess AI-powered educational platforms against ethical and pedagogical indicators, specifically tailored for the Gulf region. Applying this framework, Khanmigo scored the highest among evaluated platforms, highlighting the need for cultural and linguistic localization in AI education tools to ensure ethical compliance and effective deployment in non-Western contexts.