Too many can lower the speaker’s credibility
Too many can hinder understanding for the listeners
Moderate amount of filler words sound honest
Moderate amount of filler words can cue the listener to look for new information
How I Met Your Mother - Robin Scherbatsky and the drinking game (But , Um)
Filler Words in English (from an interview with Ariana Grande)