The signal
Some large cloud providers already shift flexible computing jobs based on grid conditions. As AI demand explodes, the practice is spreading and becoming more sophisticated.
Where it could lead
AI’s power demand is straining grids. Shifting workloads is one of the cheapest ways to make AI growth cleaner and to avoid building extra power plants just for peak demand.
Evidence that would strengthen the case
- Cloud providers offer carbon-aware scheduling as a default option
- Electricity markets pay data centres to be flexible
- Companies report emissions from AI and are held to targets
What could prevent it
- Most AI work turns out to be too time-sensitive to delay
- Cheap power contracts remove the incentive to shift
- Grid data isn’t reliable enough to schedule against