Every GPU cluster has dead time. Training jobs finish, workloads shift and hardware sits dark while power and cooling costs keep running. For neocloud operators, those empty cycles are lost margin.

Artificial intelligence is rapidly moving beyond cloud servers and into the devices people use every day. Laptops, smartphones and edge systems now have enough computing power to run sophisticated ...