> You'd have to build totally separate datacenters with totally different hardware than what they have today.

No? You can reset GPUs with regular PCI-e commands.

> You can't really enforce limits, either. Even if you're able to tolerate that and sell customers on it, the security side is worse

Welp. AWS is already a totally insecure trash, it seems: https://aws.amazon.com/ec2/instance-types/g6e/ Good to know.

Not having GPUs on Fargate/Lambda is, at this point, just a sign of corporate impotence. They can't marshal internal teams to work together, so all they can do is a wrapper/router for AI models that a student can vibe-code in a month.

We're doing AI models for aerial imagery analysis, so we need to train and host very custom code. Right now, we have to use third-parties for that because AWS is way more expensive than the competition (e.g. https://lambda.ai/pricing ), _and_ it's harder to use. And yes, we spoke with the sales reps about private pricing offers.