Laurie LinnAI architect, educator & advocate
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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.

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