  This paper presents the Yangtze Sea project, an initiative in the battle
against Generative AI (GAI)-generated fake con-tent. Addressing a pressing
issue in the digital age, we investigate public reactions to AI-created
fabrications through a structured experiment on a simulated academic conference
platform. Our findings indicate a profound public challenge in discerning such
content, highlighted by GAI's capacity for realistic fabrications. To counter
this, we introduce an innovative approach employing large language models like
ChatGPT for truthfulness assess-ment. We detail a specific workflow for
scrutinizing the authenticity of everyday digital content, aimed at boosting
public awareness and capability in identifying fake mate-rials. We apply this
workflow to an agent bot on Telegram to help users identify the authenticity of
text content through conversations. Our project encapsulates a two-pronged
strategy: generating fake content to understand its dynamics and developing
assessment techniques to mitigate its impact. As part of that effort we propose
the creation of speculative fact-checking wearables in the shape of reading
glasses and a clip-on. As a computational media art initiative, this project
under-scores the delicate interplay between technological progress, ethical
consid-erations, and societal consciousness.
