The Pythagoreans viewed numbers as a spiritual force, attributing unique meanings and characteristics to each. They believed in the harmony between mathematics and music, discovering relationships that linked the cosmos to sound. Their revolutionary ideas included the Earth's rotation around the sun and the profound significance of the number ten, which they revered as the divine key to creation.