What especially feels like an experiment is container technology.
The answer heavily depends on your configuration. Unprivileged with a spartan syscall filter and a security profile is very different than privileged with the GPU bindmounted in (the latter amounts to a chroot and a separate user account).
And yes, this will most likely be a mess.