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You do have a way of avoiding it as mentioned in the link by setting an identical machine id string

And then after reusing /etc/machine-id everywhere you spend the day after that debugging miscellaneous systemd issues.

In the article they don't change /etc/machine-id, but APT::Machine-ID in apt.conf.