The Governance Gap Hiding in the Gender Gap
New HBS research shows a ~20% gender gap in AI adoption. The hesitance isn't the problem — it's the governance capability organizations are missing.
Why Your Adoption Data Is Only Telling You Half the Story
New research shows employees with less AI literacy are more eager to adopt — but enthusiasm isn't readiness. Learn why this paradox matters for AI transformation leaders.
The Diagnostic Gap: Why Engagement Surveys Can't Tell You Who's Ready for AI
Engagement surveys, change management, and training programs miss the psychological barriers that predict AI adoption success. Here's what to measure instead.
Who Gets Left Behind When AI Moves Fast? The Case for Standardized Readiness Measurement
Without standardized measurement of AI readiness, we can't see workforce inequities forming until they've compounded. A psychologist makes the case for a new field measure.
What Is AI Readiness? A Framework for Leaders Managing AI Transformation
AI readiness isn't just infrastructure or skills — it's whether your people can absorb AI-enabled change. A psychologist defines the four domains that predict adoption success.