Science is often probablistic. "Facts" are often just theorems. In the beginning many of those theorems have holes, like newtonian physics before the discovery of relativity. But we didn't just throw our hands up when we found a counterexample. Just because our understanding of something seems incomplete, doesn't mean that thing is undecipherable.