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For long-form series or franchises, the feature can auto-generate a 60-second "Catch Me Up" video based on where the user left off, ensuring they never feel lost when a new season drops.

Instead of just showing a static feed, this feature uses Dynamic Metadata Layering to help users discover content based on "vibe" and "utility" rather than just genre or keywords. Key Components: For long-form series or franchises, the feature can

Users can filter media by "Energy Levels" (e.g., High Energy for workouts, Ambient for focused work, or Cinematic for deep viewing). It moves beyond standard categories to match the user's current environment. For long-form series or franchises