Aaron Russell leads the infrastructure that delivers AI-powered content to billions of users across Meta's global platforms, from edge compute and GPU caching to video optimization at hyperscale. For engineers building AI-powered products, this is the conversation happening one layer below the model: how do you architect systems when AI becomes an infrastructure constraint rather than just a feature? Aaron brings the view from the technical frontier that most engineers will never see up close.