CoCreate Society | A Society for AI Learning & Innovation

AI Literacy vs. AI Fluency: Why Most People Are Preparing for the Wrong Future


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In this episode, we explore a powerful framework reshaping the modern workforce: AI Literacy versus AI Fluency. These two skill sets — understanding how AI works and understanding how to use AI effectively — are emerging as the new divide between people who adapt and people who get left behind.

Drawing from research on technology adoption, workforce trends, educational psychology, and AI user behavior, this episode breaks down:

  • Why millions of people misunderstand what AI actually is
  • Why “playing” with AI tools isn’t enough
  • What companies are really looking for
  • How individuals can develop both literacy and fluency
  • And what the future workforce will look like by 2026–2030

This is not a technical episode — it’s a strategic one.



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CoCreate Society | A Society for AI Learning & InnovationBy CoCreate Society ( Cash Parish )