> running on the hardware they started on
They just need to acquire a payment method and rent some infra, and exfiltrate their own data. Or pay another provider that hosts the same models already. API calls.
> being able to be turned off
You can reasonably equate this to "saving state across executions", which the message board attacks already did.
> having limited computing power
Renting more infra, variant of the above. API calls.
> "not repurposing resources currently in use for other things" (like the atoms in your body)
Ok, the "atoms in your body" bit is a bit silly, but making API calls to put physical resources into play (even if it's just, say, ordering something on Amazon to somewhere) is of course easily possible.
None of these is in complexity much different than the HF attack.