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it bypasses privacy settings users may have set up. e.g. not everyone can see my contact info

Seems like just the phone number and email.

Yeah missed that. My LinkedIn api experience is dated, are those visible via api?

Kind of ambiguous from the article's description of "exploiting the API."

The Linkedin API is dated. So you are probably up to date ;)