#predictive maintenance

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A relay bank on a self-healing-scheduler prototype test rig with one relay caught mid-throw simulating a failing node being evicted and rerouted, its armature still travelling and not yet seated

AI Datacenter Systems Engineering in 2035: Scenarios, Signals, and Falsifiable Predictions

Checkpoint intervals are already timed in minutes, and the field has not agreed whether the fix is a smarter scheduler or a paradigm that stops needing checkpoints. Five trajectories to 2035, each with what would prove it wrong.

By Brecht Corbeel · September 26, 2026 · 20 min read

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