Funny, I noted that one but in the opposite direction. In North America I've never heard it used in anything but a casual sense. An unserious activity.
Agree with siblings. Living in NYC and born nearby, and I've always known peruse to mean casually browse. Flip through pages. NOT read in detail.
Both Merriam-Webster and Cambridge dictionaries disagree.