How do you "read" an article like this? I would need to pull out some paper, run calculations, etc. to understand this (but perhaps I'm not the intended audienc

How do you "read" an article like this? I would need to pull out some paper, run calculations, etc. to understand this (but perhaps I'm not the intended audience, as a non-mathematician?) - Or is that how you all approach an article like this?