: Her work involves shaping celebrity news and lifestyle content for mainstream American audiences.
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She is also consulting on the ethical use of AI in scriptwriting, advocating for transparency labels on AI-generated entertainment content. Her upcoming book, “The Audience is the Algorithm” (due Fall 2026), promises to be a definitive text on digital-age fandom. : Her work involves shaping celebrity news and