Probably nothing in the short term, because Google has just introduced the “sponsored” attribute and the search engine usually has generous grace periods for changes of this nature. However, if you play at the mercy of Google and generate most of your traffic from organic search, I'd recommend following Google’s recommendations to the letter as soon as possible.