For operators and leaders, this McLuhan-based model reframes AI as a cognitive extension so you keep accountability, sharpen intent, and get better outcomes.
Why AI Agents Miss the Mark: Augmented Awareness Wins
Artificial agents that replace judgment miss the point. Build metacognitive instruments that extend consciousness and align action with awareness and purpose.
Narrowing the Skills Gap in AI Literacy and Interaction Skills
Analyzing the Skills Gap and Content Needs for AI Literacy and Interaction Skills As AI becomes increasingly embedded in every aspect of life, the skills gap between those who can effectively interact with AI and those who cannot will deepen, reinforcing existing socioeconomic divides. Addressing this gap requires a multifaceted approach to designing educational content, emphasizing AI...