Published September 20, 2025 | Version v1
Lesson Open

Mind the Gap: Gender Data and AI Bias

  • 1. ROR icon Carinthia University of Applied Sciences

Description

This Open Educational Resource (OER) addresses the gender data gap and AI bias. It explains how representative, algorithmic, cultural, and intersectional biases cause AI systems to disadvantage women, with concrete examples from hiring, health, finance, and media. The poster also highlights actionable strategies to close the gap, including inclusive datasets, debiasing methods, intersectional benchmarks, and transparency standards. Developed within the GEDIS project, the resource aims to support librarians, professors, and students in understanding and mitigating gendered biases in AI.

Files

Gender_AI_Data__Info_Eng.pdf

Files (701.2 kB)

Name Size Download all
md5:4c610ba93d81820ba097fb437e5a58c1
127.7 kB Preview Download
md5:768759b6550b7b38885465549dbf735f
573.5 kB Preview Download