Would you trust an 82% confidence score — or does it need to be 90%+? Dark mode or light mode — w...Would you trust an 82% confidence score — or does it need to be 90%+? Dark mode or light mode — w...
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Back to feedPost
Soujanya's avatar
Soujanya Vijayprakash
pro
• Jan 28
Would you trust an 82% confidence score — or does it need to be 90%+?
Dark mode or light mode — which feels more authoritative to you?
Designing for Truth: Authenticity Assessment UI 🛡️
Exploring how an authenticity assessment UI can communicate risk without overwhelming users.
As AI-generated media becomes harder to detect, design needs to shift from consumption-first to credibility-first.
This concept explores nuanced risk signaling, transparent confidence scores, and modular alerts.
Sharing more risk-level variations and trust report states soon — feedback welcome in the meantime 😊
FigmaUI DesignUX Design
Post image
Post image
Back to feed
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started