Here's why:
* "Or" indicates a choice: The sentence is saying either Karen *or* the girls will do something.
* Plural verb agrees with the closer noun: Since "the girls" is plural and comes closer to the verb, the verb needs to be plural as well.
Example:
* Karen or the girls will take the lead in the project.