As you can see I don't really know much about this stuff. There's apparently noise in the system - how do we know that the reality is different to the model, a

As you can see I don't really know much about this stuff. There's apparently noise in the system - how do we know that the reality is different to the model, and what we are putting down to noise is actually reality being different to the model? Kind like Einstein's correction of Newton.