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deep tech Help Net Security June 26, 2026

Modelplane: Open-source control plane for AI inference

AI Summary

Organizations that run open-weight models on hardware they own operate GPU fleets spread across clouds, neoclouds, and on-premise data centers. Each fleet handles model placement, replica scaling, infrastructure provisioning, weight distribution, and traffic routing. Teams have built this coordination layer by hand, one operator at a time.

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