Thinkers throughout the ages have tried to formalize this scientific process, and I think most contemporary scientists agree that it boils down to this: 1. Make predictions from assumptions. 2. Compare observations with predictions, update assumptions. 3. Repeat. We scientists often call a collection of assumptions a theory.