Skeptik, a groundbreaking browser-based tool from Arizona State University, aims to combat misinformation by helping readers identify logical fallacies in news articles. Developed by a diverse team, Skeptik utilizes large language models combined with communication theory to highlight potential flaws in reasoning. Unlike traditional fact-checking, it scans content for nuanced persuasive tactics, allowing users to click on highlighted fallacies for explanations and evidence. This unique system fosters critical thinking, empowering readers to question the validity of presented arguments rather than passively absorbing information. The tool detects nine common fallacy types and has proven effective in analyzing articles on critical issues like climate change and public health. As a continuous project, Skeptik’s future enhancements might include visual aids and educational applications for classrooms. Ultimately, Skeptik strives to promote a more informed and skeptical public, leveraging AI to facilitate better understanding of media content amidst information overload.
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