The focus hasn't been on developing more complicated theories, but instead on developing less complicated theories. This provides additional explanatory power, and provides a mental model in which we can ponder thought experiments that may yield further insights.

For instance, many-worlds is actually conceptually and formally simpler than Copenhagen.