The biggest advancement they made was making it smaller. Zeppelin NTs are a fraction of the size of what Ferdinand von Zeppelin was designing in his day. Because of their smaller and the switch to helium Zeppelin NTs has a miniscule payload capacity at 4200 pounds. To put that into perspective that's the same payload capacity as a Ford F250. Even with their reduced surface area and modern flight controllers controllers the Zeppelin NTs still haven't solved the weather issue as they are restricted from flying in winds greater than 22MPH and when VFR is not available.
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I think the safe option would be to use a smart UPS and Network UPS Tools to shutdown the LLM virtual machine when it's running on battery. I do something similar with my NAS as it's running on an older dell R510 so when the UPS goes onto battery it'll safely shut down that whole machine to extend how long my networking gear will stay powered.