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Title: The AI Detection Illusion: AI, Media, and the Limits of Accurate Detection and Proof Author: A.G. Arseneau Book Description: In an era where artificial intelligence is reshaping creativity, education, and media, a growing industry promises to detect AI-generated content with certainty. But what if that certainty is an illusion? The AI Detection Illusion exposes the limitations, inconsistencies, and risks of AI detection across text, music, images, and video. Drawing on legal standards, scientific principles, and real-world evidence, this book demonstrates why AI detection tools cannot reliably determine authorship, enforce copyright, or adjudicate originality. From educational institutions to publishing platforms, from music streaming services to digital art marketplaces, reliance on these tools can result in false accusations, wrongful censorship, and systemic bias. Through rigorous analysis of detection methodology, error rates, and the epistemological challenges of generative content, A.G. Arseneau explains why probabilistic outputs should never substitute for evidence, judgment, or due process. Featuring cross-media case studies and legal insights, this book provides an essential guide for academics, policymakers, creators, and platform operators navigating the complex intersection of AI, media, and law. Challenging assumptions, clarifying misconceptions, and offering a framework for responsible oversight, The AI Detection Illusion is both a wake-up call and a roadmap for understanding the limits of AI detection in a world increasingly shaped by artificial creativity. Key Features: Explains why AI detection is probabilistic, not definitive Covers text, music, images, and video Analyzes implications for copyright, platforms, and enforcement Provides a legally informed framework for policymakers, educators, and creators Combines technical insight with clear, accessible explanations Who Should Read This Book: Educators and academic administrators Content creators and artists Platform operators and moderators Lawyers, policymakers, and researchers interested in AI, copyright, and digital media Discover why certainty is an illusion-and what it means for the future of AI, creativity, and media.

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