Research & inquiry
Women & AI Harms Map
A practical map for recognizing and navigating AI harms and workflow friction.
Published · evolving
The situation
My own experiences working with AI raised questions about the friction women encounter and the extra work it creates.
My contribution
I developed a map that brings together personal experience, published evidence, and practical ways to respond. The work includes an evidence rating system and a correction and review process.
What I created
A research map organized into 16 categories, with supporting sources and guidance: See it. Assess it. Navigate it.
What came from it
The map is published and supports my public teaching and Impact Stage talk. Research and revision continue.
