There is a. Thing called observational equivalence. Two or more diffeerrent processes can result in the same observable phenomena. Say you take meds and are doing great. It may be because the meds are doing an awesome job or it may be because you were misdiagnosed in the first place and do not need the meds. Two completely. Different explanations behind one observable phenomenon.