Google Says No Really, Link Exchanges Are Against Our Guidelines

I found a question and answer dialog between an SEO and John Mueller of Google on last Friday's hangout interesting. The answer to the question for most of you is obvious, exchanging a link for a link is against Google's guidelines but it seems some may think it is not if they are topically relevant.