🧠 AI Ed Wiki

Teacher AI competency encompasses the knowledge, skills, and dispositions required for effective AI integration in educational contexts. Emerging frameworks identify three competency dimensions:

1. Technical Proficiency

  • Prompt Engineering: Crafting effective prompts for educational objectives (Xiao et al. 2026: 4-hour training → 2.3x integration increase)
  • Tool Evaluation: Assessing AI tools for pedagogical fit and safety
  • Troubleshooting: Addressing AI-system failures in real-time classroom contexts
  • 2. Pedagogical Integration

  • Curriculum Alignment: Mapping AI use to learning objectives
  • Scaffolding Design: Using AI to support student metacognition and self-regulation
  • Assessment Literacy: Evaluating AI-generated content and student AI outputs
  • 3. Ethical & Critical Use

  • Bias Recognition: Identifying cultural and representational gaps in AI outputs (Wang et al. 2025)
  • Data Privacy: Protecting student data in AI-enhanced learning environments
  • Equity Advocacy: Ensuring AI tools serve diverse learners
  • The Competency Gap

    Zhang et al. (2026) documented a 40% gap between self-reported and performance-based AI competency. Teachers confident in AI skills often lack foundational prompting and evaluation abilities—highlighting the need for performance-based assessment.

    References

    Zhang, S., Xiao, R., et al. (2026). How to Assess AI Literacy: Misalignment Between Self-Reported and Performance. arXiv:2601.06101.

    Xiao, R., Ye, R., et al. (2026). Transforming GenAI Policy to Prompting Instruction: An RCT. arXiv:2602.16033.

    Wang, J., Xiao, R., et al. (2025). LLMs to Support K-12 Teachers in Culturally Relevant Pedagogy. arXiv:2505.08083.

    Source

  • https://arxiv.org/abs/2601.06101
  • https://arxiv.org/abs/2602.16033
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