That does put things into perspective, a bit.
It's like claiming that because we can't predict if the stock market will go up or down tomorrow, we can't determine whether we're in a recession or a boom time.
Short-term weather is fairly chaotic (and we've gotten a lot better at predicting it over the last 50 years). Long-term trends are different.