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We are looking for individuals with excellent English skills, a strong understanding of U.S. culture, and a genuine passion for books. No specific educational background is required; you just need to be comfortable discussing and sharing insights on reading preferences and open to providing feedback on AI-generated suggestions. As a participant, you will complete three AI-driven conversations (each 20–30 minutes) about your favorite authors, genres, and must-reads, followed by your feedback on the experience. The total commitment is approximately 60–90 minutes. Your input will directly influence the development of new AI-powered reading recommendation tools.