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Research · 6 November 2026
Research

Halley Proposes Predictive Control Plane for Optical AI Data Center Networks

Halley describes a predictive control plane where a frontier AI model trained across tens of thousands of accelerators exchanges data each step over an optical network with four layers; correlated failures among lasers, cooling, and power limit pool availability despite a fixed spare ratio.

Why it matters

Assess whether predictive control like Halley can reduce training step latency; users may demand faster data exchange across optical networks.

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