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CHINA AI INFRASTRUCTURE · LIVING SYSTEMS RESEARCH

Interconnect

Better links can improve useful system output; vendor claims still need production validation.

Reviewed 20 September 2026 · ↑ Improving Partly evidenced. See the full assessment and evidence →

The role in the system

Scale-up links, optical systems, wide-area networks and private networking.

Better links can improve useful system output; vendor claims still need production validation.

Companies in this layer

Huawei · China Mobile · VNET / DYXnet · ByteDance

Names identify research roles, not a claim that every company has a partnership with every other company.

What would strengthen the thesis?

Evidence of measured efficiency, reliability and interoperable workloads.

What would weaken it?

Technical progress that fails to improve usable output or economic returns; delays, costs or commercial friction that prevent the value test being met.

Architecture notes

Interconnect

Scale-up, scale-out and scale-across solve different distance problems. Optics move closer to silicon as electrical paths become expensive; geographic distance ultimately requires scheduling rather than shared-memory metaphors.

Geographic compute fabric

At long distance the abstraction changes from one machine to one resource pool: compute becomes discoverable, measurable, connected and schedulable across operators and regions.

Follow the evidence

All six layersThesis dashboard