AI’s Job Bias
AI’s Job Bias
This week’s visualization is based on Visual Capitalist and compares the gender representation of 15 professions in videos generated by four leading AI tools.
My Visualization
This visualization compares how frequently women and men appear in AI-generated depictions of each profession, highlighting where gender patterns are consistent across models and where the tools disagree.
AI-assisted Visualization
Below is an AI-assisted Plotly heatmap that compares the share of women depicted in each profession across Veo 3, Sora 2, Kling, and Hailuo Minimax.
Insights
- Nine of the 15 professions skew male in every model, including CEO, engineer, politician, doctor, lawyer, and architect;
- Teacher depictions vary by 63 percentage points, from 15.8% women in Hailuo Minimax to 79.0% in Veo 3.
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