2026 Agenda

The cost of AI is growing exponentially — but so is the opportunity. The winners won't be those with only the fastest chip. They'll be those who deliver the best token economics — and that requires purpose-built infrastructure, end-to-end, from AI chips to services. In this keynote, we'll show how AWS built exactly that: Trainium3 AI Chips, Next Gen UltraServers, Neuron SDK, Elastic Fabric Adapter, SageMaker AI, and Amazon Bedrock — each layer optimized unlocks new capabilities in frontier models, and it makes models more efficient and cost effective to scale. We'll demonstrate how this co-developed system delivers real-world token economics across diverse model architectures, heterogeneous compute, and various deployment options. Purpose-built AI infrastructure is ready. This is why Anthropic and OpenAI choose AWS for their most demanding AI workloads. Come see what's possible.