1. EachPod

The Myth of the Unsupervised AI Agent

Author
AI4SP
Published
Tue 17 Jun 2025
Episode Link
https://ai4sp.org/unsupervised-agent-myth-and-new-rules-of-ai-management

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While 75% of enterprises use AI in core operations, fewer than 20% have proper management protocols, costing companies millions in lost opportunity and inefficiency. We expose why the "deploy-and-forget" approach to AI is leadership malpractice and share frameworks for managing AI systems effectively.

  • Managing AI requires treating it like a team member, not just a tool
  • The Seattle Mariners' briefing story demonstrates how AI needs guidance and feedback
  • Different types of AI deployments require varying levels of management oversight
  • Traditional "hours saved" metrics are insufficient for measuring AI's true impact
  • Organizations should track management-focused and strategic transformation indicators
  •  78% of enterprises are now using third-party AI apps rather than building them in-house
  • Companies empowering frontline AI experimentation outperform top-down strategies by 200%


Schedule your first AI performance review. For those more advanced, audit one AI workflow and ask where you're trusting instead of verifying, then fix it. 

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