Opt out link for the lazy: https://plus.google.com/settings/endorsements
https://www.google.com/intl/en/policies/terms/changes/
> If you previously told Google that you did not want your +1’s to appear in ads, then of course we’ll continue to respect that choice as a part of this updated setting.