(However, it is true that saying that genes contribute to intelligence isn't eugenics. Eugenics is a methodology where you attempt to selectively breed humankind by broader intent, rather than by emergent properties of human tendencies. A proposed trait to optimize is often intelligence, but similarly frequently it's attractiveness and things like that. Genetic influence on intelligence is simply a hypothesis whose testing would have consequences on the practice of eugenics.)

------- edit ------- I see your reply to the other comment. I think a quote from the article that makes your point far better is "[...] studies have consistently shown that genetic influence on individual differences in intelligence is substantial." I negligently assumed you were specifically talking about heritability.