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Training a model (whether a Large Language Model, a recommendation system, or a computer vision system) on entertainment and media content requires a specialized approach. This sector is unique because it deals with (what is "funny" or "engaging"), unstructured data (video, audio, text), and strict intellectual property (IP) constraints .