Clouds have historically been designed for high-availability workloads, which are very hard to handle yourself. It doesn't always make sense for experimentation

Clouds have historically been designed for high-availability workloads, which are very hard to handle yourself. It doesn't always make sense for experimentation or AI training, though they might be trying to optimize more for that now. At past startups, we were fine just buying machines to run on-prem.