[beiconic]

Author here. This analysis explores how programmatic audio/video advertising could drive unprecedented GPU demand. Key technical points:

* Current compute requirements for video generation: 10x

* Audio personalization: 5x

* Real-time optimization: 3x

* Intent processing: 2x

Happy to discuss technical details, infrastructure scaling challenges, or specific implementation questions.