Great link. And an interesting choice of words: I wouldn't call it a dogma... it may be an illusion.
Of course, our brains being hardwired to understand causality in no way means causality actually exists in the material world. It only means we've had so far an evolutionary benefit from understanding the world that way. Depending on how you define causality, though, we're pretty damn sure it exists on the classical world (ie, excluding the quantum level).