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Platforms like YouTube and Instagram have democratized content creation. A teenager in their bedroom can now produce "popular media" that rivals the reach of a network television show. This shift has introduced several key trends:

┌─────────────────────┐ ┌───────────────────────┐ │ User Devices (iOS/ │←─────│ API Gateway (REST/ │ │ Android/Web) │ ▲ │ GraphQL) │ └─────────▲───────────┘ │ └───────▲───────▲───────┘ │ │ │ │ │ │ ┌───────┴───────┘ │ │ │ │ ▼ ▼ ┌──────┴─────┐ ┌─────────────┐ ┌───────────────────────┐ │ CDN Edge │ │ Recommendation │ │ Media Processing │ │ (Cache) │ │ Service (Flink)│ │ Service (FFmpeg/AI)│ └──────▲─────┘ └──────▲───────┘ └─────────────▲─────────┘ │ │ │ ▼ ▼ ▼ ┌─────────────┐ ┌─────────────┐ ┌───────────────────┐ │ Object Store│ │ BigQuery │ │ ML Model Store │ │ (GCS/S3) │ │ (Analytics)│ │ (TF/ONNX) │ └──────▲───────┘ └──────▲───────┘ └───────▲───────────┘ │ │ │ │ │ │ ▼ ▼ ▼ ┌───────────────────────────────────────────────────────┐ │ Event Bus (Kafka) │ └───────────────────────────────────────────────────────┘ Private.Gold.208.Bachelorette.Party.XXX.720p.WE...