Philosophically, there is definitely not always a pattern. Paradelia is a real cognitive failure. Unfortunately, it happens all the time.
Also unfortunately, there are patterns all over the place that really exist. How do we differentiate the two? Well, the first step is to try and recognize what patterns that we can – even if some of those are going to be false positives.
You miss 100% of the patterns you don't spot.