High tech cost doesn't hinder the AI any more than it hinders you. In fact, it probably helps to stop the AI from retrofitting its ships every few turns. Also note that in a SP game with an AI bonus - it'll be even more difficult for you to keep up in terms of tech making it more of a challenge.
