The biggest waste in AI isn't GPUs. It's over-provisioning. Companies size infrastructure for peak demand.
Today, 08:00
The biggest waste in AI isn't GPUs.
It's over-provisioning.
Companies size infrastructure for peak demand. Peak demand happens for maybe 30 minutes a day.
The other 23.5 hours?
You're paying for hardware that's mostly waiting.
The companies that solve utilization will have a huge advantage over the companies that simply buy more hardware.