The Realism vs Nominalism debate centers on the nature of universals and whether they exist independently of the mind or are merely names we assign to groups of similar objects. Realists argue that universals are real entities that exist beyond our sensory experience, while nominalists contend that only individual objects are real and universals are just convenient labels.