But that could just be a consequence of biases in the scientific process, right? After all phenomena that can be explained by simple/elegant theories are found,

But that could just be a consequence of biases in the scientific process, right? After all phenomena that can be explained by simple/elegant theories are found, the remaining unexplained phenomena can only be explained by complicated/inelegant theories.