AI Conversations

What Most Leaders Misunderstand About AI Readiness — and Why Systems Literacy Is the Missing Link

Dr. Marilyn Season 3 Episode 1

In this episode of AI Conversations, we challenge one of the most common—and costly—assumptions leaders make about artificial intelligence: that AI readiness is primarily a technology problem.

It isn’t.

AI fails in organizations not because the tools are inadequate, but because leadership has not designed systems capable of using intelligence well. When AI is layered onto unclear decision structures, fragmented workflows, or misaligned incentives, it doesn’t create transformation—it accelerates dysfunction.

This conversation reframes AI readiness as a leadership and systems issue, not an IT initiative. We explore why training and tools alone cannot compensate for the absence of systems literacy, how AI amplifies existing organizational conditions, and what executives must understand about decision flow, judgment, and accountability before deploying intelligent systems.

This episode is for senior leaders, educators, and policymakers who want to move beyond performative AI adoption and toward meaningful, sustainable impact.

AI doesn’t fail because it’s too advanced.

It fails because leadership hasn’t mapped the system it’s being dropped into.

#Artificial Intelligence

#Technology Integration

#AIinEducation

#AIforProductivity

#Digital Transformation

#Workforce Development

#Future of Work