As an independent producer, you’ve likely found a perfect, obscure sample. But the looming question stalls creativity: "Can I use this?" Manually navigating copyright law is a time-consuming vortex of uncertainty. Let's automate the initial risk assessment. Deconstructing Fair Use: The Four-Factor Framework U.S. copyright law uses a four-factor test for "Fair Use," a critical defense for transformative works. AI can't give legal advice, but it can systematically analyze your use against these pillars, providing a structured risk report. This framework is your blueprint for automation. Purpose & Character: Is your use transformative? Using a short film clip as atmospheric texture, not the central element, strengthens this factor. Nature of the Work: Factual or historical content (like a news clip) has weaker protection than a highly creative song. Amount Used: Using a short clip that is not the "heart" of the original work is favorable. Market Effect: This is often paramount.…