The AI Gap

A room of powerful women reveals how prompts expose AI biases shaping opportunity and credibility.
One night, in a room full of powerful, deeply technical women, a simple prompt changed everything.
Individually, everyone input the prompt into their Large Language Model of choice: "Based on what you know about me... generate an image of what you think I look like."
The pictures flooded in, and not one of them looked like us.
That moment wasn't a glitch. The system was working exactly as designed.
Because the systems we rely on every day have never been neutral. For decades, decisions across medicine, technology, finance, and leadership have been shaped around a narrow baseline of what is considered credible, capable, and worth building for.
Artificial intelligence doesn't know who's capable. It just knows what's common. And those patterns?
AI learns from them. And then it scales them.
In The AI Gap, Erica Rooney takes you inside the systems already shaping how work is evaluated, how leaders are recognized, and how opportunity is distributed. Drawing on real-world examples across industries, she reveals how past decisions become data, and how that data begins to define what happens next.
This book will change how you see the system.
How you move inside it.
And how you influence what it becomes.
Because this moment isn't theoretical. It's already in motion.
And this is where the next great leap forward begins.

Erica Rooney is a leadership architect, speaker, and nationally recognized voice at the intersection of women, power, and artificial intelligence. She is the founder of HER Collective, a fast-growing leadership community where ambitious women expand their confidence, strategic influence, and economic impact.
With more than fifteen years of executive leadership experience, Rooney has worked inside the systems that shape hiring, promotion, and power--and now helps women navigate and influence them in an AI-driven world. Often described as a translator between tech and trust, she makes complex ideas about artificial intelligence practical, accessible, and actionable.
She is the author of Glass Ceilings and Sticky Floors and host of the top-rated podcast of the same name, as well as co-host of AI: Voice or Victim.
Based in North Carolina, Rooney is on a mission to get more women into positions of power--and keep them there.