Feedback is just as much of an issue whether the relationship is correlation or causation. All correlations are either based on random chance (thus not statistically significant) or based on some causal relationship, even if we can't identify what it is. Could be A->B, B->A, C->A and C->B, A->C->B...
Correlation and causation have the same predictive power.
Correlation and causation have the same predictive power.