Serverless just means not hosting your own infrastructure + boxes. Amazon Lambda is a good example where you run arbitrary script on their infrastructure on demand, without having always-available servers.
It's probably more accurate to say something like "devops-free" since management of servers is hived off to a third party. Sounds less buzz-worthy, so maybe someone can come up with something better.
Thanks for the clarification.