AI–Grid Co-Optimizers

Projection: grid operators will join load forecasts, renewable output, congestion, and data-center schedules in one constrained loop. The interface must make every tradeoff inspectable. A system tuned only for compute throughput can look efficient while quietly exporting reliability costs to the grid and its neighboring communities.