What are the steps to design a Generative AI system that determines why a user quits watching a show after 10 minutes and how it can improve future recommendations?

1. Treat the timestamp as ambiguous; 2. Segment the show at the scene level; 3. Correlate drop-off against scene boundaries; 4. Run multimodal analysis on the scene; 5. Cross-reference comparable scenes elsewhere; 6. Output ranked causes; 7. Feed the specific cause into recommendation weighting.