Three findings from a trial use of a GPT-4 tutor for Harvard's intro CS course: 1) Students found it useful (88% found it helpful) & used it a lot 2) The AI made mistakes, even with RAG (81% accurate) 3) It was pretty cheap Lots of potential but R&D needed