Yet another vote for disaggregated inference with heterogeneous chips for data centers and agentic AI. NVIDIA and Amazon/Cerebras are already well down the path on this:
As agentic AI moves from experimentation to production, the industry is confronting the limits of GPU only inference architectures. Under its signed agreement, Intel and SambaNova today announced a new blueprint designed for these emerging workloads.
The design will combine GPUs for prefill, SambaNova RDUs for high throughput decode, and Intel® Xeon® 6 processors as the host and action CPUs—addressing performance, efficiency, and software compatibility challenges facing enterprises and cloud providers.
The heterogeneous design reflects a broader industry shift toward pairing each phase of AI inference with the most effective compute, while maintaining compatibility with the x86based software ecosystem that underpins modern data centers. The jointly engineered solution is expected to be available to enterprises, cloud platforms, and sovereign AI deployments in the second half of 2026.
newsroom.intel.com
As agentic AI moves from experimentation to production, the industry is confronting the limits of GPU only inference architectures. Under its signed agreement, Intel and SambaNova today announced a new blueprint designed for these emerging workloads.
The design will combine GPUs for prefill, SambaNova RDUs for high throughput decode, and Intel® Xeon® 6 processors as the host and action CPUs—addressing performance, efficiency, and software compatibility challenges facing enterprises and cloud providers.
The heterogeneous design reflects a broader industry shift toward pairing each phase of AI inference with the most effective compute, while maintaining compatibility with the x86based software ecosystem that underpins modern data centers. The jointly engineered solution is expected to be available to enterprises, cloud platforms, and sovereign AI deployments in the second half of 2026.
Intel and SambaNova Advance Agentic AI with Xeon 6
newsroom.intel.com