Vernor Vinge has a story line where humans build their own portable chess computers and utilize them as assistants in human chess matches.

I still think this would be kinda cool. I could see a tournament providing the power source in addition to the chess clock. Then gamesmanship where you play moves you hope are expensive for the opponent but not for your own AI.