As artificial intelligence moves from experimentation to full-scale production, companies are confronting the limits of GPU-only inference architectures. In response, Intel and SambaNova Systems on Monday unveiled a jointly engineered blueprint designed to address the next generation of AI workloads, while announcing a broader multi-year strategic collaboration.