Insights

Organizational AI Implementation Framework

A structured, human-centered model for thoughtful AI adoption in real-world organizations.

The Risk of Confident Output in Real-World Decisions

AI doesn’t just generate content. It reinforces assumptions at scale. This essay explores the risk of confident outputs in strategic decision-making.

AI In Schools: The Risk Isn't Cheating.

AI can generate essays and solve complex math problems in seconds. So what skills are we actually measuring in schools? This piece explores how AI is reshaping learning — and why teaching discernment may matter more than restricting access.