Quinn's actual intelligence doesn't increase, but she gets treated like it has and after she manages to make being a "brain" a fad, she embraces an identity as an intellectual.
This is explained by Pam as being caused by one too many alien abductions, which "swiss-cheesed" his brain, meaning he can be an intellectual leader at one time and a total moron at other times.