People Managing People

What AI Fluency Actually Looks Like—and How to Get There

14 snips
Oct 8, 2025
In this lively discussion, Kenneth Corrêa, a global AI educator and author of 'Cognitive Organizations', dives into AI fluency. He emphasizes the shift from predictive to generative AI and stresses the importance of education over fear in fostering responsible implementation. Kenneth reveals that effective AI use is more about empowering humans than replacing them. He also highlights the dangers of casual AI use, practical applications in HR, and the need for leaders to experiment with AI tools to understand their true potential.
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ADVICE

Prioritize Education Over Policing

  • Educate employees about safe AI use and the difference between corporate and consumer versions of tools.
  • Teach limits and risks to reduce shadow uploads of confidential files to public models.
ANECDOTE

Uploading Financials From Personal Phones

  • Kenneth describes employees uploading quarter financials from personal phones into free ChatGPT.
  • This illustrates how easy consumer tools enable dangerous leakage of confidential data.
INSIGHT

Generative AI Is A New Adoption Curve

  • Generative AI is materially different from classical predictive AI and is far easier to adopt.
  • Treating today's models like old-school AI scares leaders into inaction and slows adoption.
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