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OPTIWAVE公众号

The Real Bottleneck of AI Scaling: It’s Not the Chips

发布来源:创始人

发布时间:2026-02-11

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Category: Industry Insight

As AI models continue to scale rapidly, much of the industry discussion focuses on GPU performance and advanced silicon.

In real-world deployments, however, the most critical constraints increasingly emerge elsewhere.

At scale, optical interconnect, energy efficiency, and system-level architecture define whether AI clusters can truly deliver sustained performance.

Bandwidth congestion, power density, thermal interaction, and operational stability quickly outweigh theoretical compute gains.

At OPTIWAVE, we believe the next phase of AI infrastructure will be determined by how effectively optics, power, and system engineering are integrated — not by isolated component optimization.