OpenAI advances AI content provenance with Content Credentials, SynthID, and a verification tool to help people identify and trust AI-generated media.
We're expanding our tools to help you understand how content was created and edited across the web.
Web domain credibility evaluation is vital for combating misinformation. It is conducted by examining factors such as domain type, transparency, and overall reputation.
arXiv:2208. 11582v2 Announce Type: replace-cross Abstract: The wide spread of false information online, including misinformation and disinformation, has become a major problem for our highly digitised and globalised society.
By Haiyue Yuan, Enes Altuncu, Shujun Li, Can Baskent, Jason R. C. Nurse
The paper introduces Provenance Density, an interface that visualizes the density of verified claims within a text to counter the Fluency Trap—where users mistake fluent AI-generated hallucinations for truth. In a study with 81 participants, the interface significantly improved users’ ability to distinguish true from fabricated content, while no signal led to no discernment. A technical audit of 200 samples revealed that retrieval density alone is insufficient, and that the Consistency Veto provides most of the discriminative power for dynamic queries.
By Qing Zhang, Yifei Huang, Juyoung Lee, Thad Starner, Jun Rekimoto
Learn about the new SynthID Detector portal we announced at I/O to help people understand how the content they see online was generated.