The Counterintuitive Networking Decisions Behind OpenAI’s 131,000-GPU Training Fabric

Jit

May 14, 2026

A critical analysis of MRC’s three counterintuitive design decisions, the networking mathematics that make them work, and what they mean for the rest of the AI infrastructure community.

The post The Counterintuitive Networking Decisions Behind OpenAI’s 131,000-GPU Training Fabric appeared first on Towards Data Science.

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Jit

May 14, 2026

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