> Coffee and tea contain bioactive ingredients like polyphenols and caffeine

There are also studies that nicotine lowers dementia risk.

Since caffeine and nicotine are both stimulants related to similar receptors, I wouldn't discount this other mechanism.

I'm not saying anything about general healthiness of caffeine though.