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At the annual upfronts, major TV networks and streaming platforms showcased the use of generative AI and machine learning for targeted advertising. NBCUniversal has been beta-testing a platform with AI-generated audiences derived from identity-based signals and content. The AI was trained on every movie and show owned by NBCU and academic research on behavioral science and human emotion. This breakthrough allows for better management of data and targeting at the episode and storyline level.