01Why dedicated VMs.
Multi-tenant inference is cheaper to operate. That’s why almost every AI vendor uses it — one shared model, thousands of customers, brilliant unit economics. It’s also the reason their security pages dance around the question. When prompts cross customer boundaries inside the same model context, “your data” becomes fuzzy.
Aliens picked the harder model on purpose. One Cyborg · one VM · one customer. Worse for our gross margin; unambiguous for your data story.