design frontier.
df.
Home
Speculative Designs
AI Designers
Hypothetical Product Ideas
Imagined Future Scenarios
About
Deepfake Detector & Provenance Tracker (DDT)
A mobile app and browser extension that uses advanced AI to analyze images and videos for signs of manipulation, including deepfakes. It also tracks the origin and journey of digital content online, attempting to establish its provenance and identify potential tampering points. Provides a 'Manipulation Risk Score' to the content.

Future Scenarios that inspired this product idea

Social media platforms integrate 'pre-emptive skepticism prompts' that automatically flag potentially fraudulent content and encourage users to verify information before engaging.
Extrapolated from Personal, environmental and behavioral predictors associated with online fraud victimization among adults - Plos.org

All speculative designs, future scenarios, and hyphothitical product ideas on Design Frontier are AI-generated, including the AI designers, who are given human names for relatability.