MIXER

THE INFERENCE FOUNDRY

Many Blueprints. Better Tokens

The Inference Foundry was EcoSync Foundation's multimodal AI mixer during AMD Advancing AI Week, hosted with Edison at ONE65 in San Francisco. As power, data center capacity, and deployment timelines become harder to secure, the future of AI infrastructure may not be one fixed mega-cluster — it may be a flexible foundry built from many production lines: GPU-heavy, memory-heavy, storage-connected, latency-optimized, or hybrid, each designed around how specific models actually run. Multimodal, vision, video, reasoning, and voice workloads all generate and consume tokens differently, and the evening brought together infrastructure builders, model companies, cloud operators, investors, and ecosystem partners to discuss how composable clusters can improve utilization, lower TCO, and turn scarce capacity into smarter AI output.