What Does It Mean to Be AI Literate? With Kathleen Walch

In this episode of AI Today, host Kathleen Walch explores one of the most discussed yet least defined topics in AI today: AI literacy. Drawing on conversations with practitioners, business leaders, and organizations around the world, Kathleen examines what it truly means to be AI literate and why AI literacy extends far beyond learning how to use AI tools.
Kathleen explains the difference between tool fluency and AI literacy, highlighting the importance of understanding how AI works, evaluating outputs critically, managing risks responsibly, and applying human judgment. She introduces a practical framework for AI literacy and discusses how organizations can build lasting capabilities by balancing technical knowledge with critical thinking, adaptability, and change leadership.
Key insights include:
• Learn why AI literacy goes beyond AI tools and prompt engineering.
• Discover the four dimensions of AI literacy: understand, apply, evaluate, and lead.
• Explore the difference between perishable, durable, and enduring skills in the age of AI.
• Understand why critical thinking, judgment, and adaptability are essential in an AI-driven workplace.
• Learn how organizations can build a workforce prepared to use AI responsibly and effectively.