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For a long while we linked out to an authority site that kept climbing in the SERP's. Finally it got higher than I thought it should, so we looked more closely and found hidden text done in very sneaky ways, plus some sneaky redirects.
Never hurt us one bit. But I yanked the link anyway.
No experience with linking to an obviously penalized site.