Yeah but that's in hindsight though. There are many things that were theorized before to exist based on new physics without direct observations already been mad

Yeah but that's in hindsight though. There are many things that were theorized before to exist based on new physics without direct observations already been made, after which a search confirmed there existence (e.g. black holes). That basically expanded our understanding/knowledge of nature.