Many of the apparent contradictions aren't contradictions at all, but rather different answers for different situations.
For example: Is dairy beneficial? If you're a lean bodybuilder looking to add muscle mass, then yes. If you're a casual exerciser looking to lose 30 pounds, then no. It all depends on your goal.