The Balance, by Dr. Catlin Tucker

AI in Schools: A Skills-First Framework for Sustainable K–12 Implementation

Jan 13, 2026
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INSIGHT

Tools Don’t Equal Transformation

  • Schools often layered technology onto existing practices and called it innovation.
  • Without shifting instructional design, AI will just accelerate old, shallow practices.
ADVICE

Start With Skills Before Tools

  • Start AI implementation by teaching transferable skills before introducing tools.
  • Prioritize skills so students can use AI thoughtfully when it's later introduced.
ADVICE

Sequence AI Use By Grade Bands

  • Sequence AI exposure: K–3 build skills offline, 4–6 practice in teacher-moderated AI, 7–9 apply in more open tools, 10–12 lead with responsibility.
  • Increase student agency and accountability as grade levels progress.
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