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Academic & Employability Skills

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ethics

  • Miller Pyramid for GenAI Competencies in Higher Education. The pyramid shows progression from novice to expert along the vertical axis labeled 'Professional authenticity' and is divided into four sections representing Knowledge, Skills, and Attitudes. From bottom to top: 1) Base level (pink): 'Knows' corresponds to 'Know the Basics (Fact Gathering)'; 2) Second level (yellow): 'Knows How' corresponds to 'Apply Your Knowledge (Interpretation)'; 3) Third level (dark blue): 'Shows How' corresponds to 'Demonstrate Your Skills (Controlled Practice)'; 4) Top level (teal): 'Does' corresponds to 'Real-World Application (Authentic Practice)'. The graphic illustrates how students develop GenAI competencies from basic knowledge acquisition to authentic application in real-world contexts
    Kevin Renfrew
    April 15, 2025

    Mastering GenAI: Your Personal Development Roadmap @Bath

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