These notes cover the artificial intelligence section of the databases and AI CS3 course. However, you are strongly encouraged to read more widely, and references to chapters in the recommended textbooks will be given throughout. For this introductory lecture it might be helpful to read [Rich &Knight, ch1] or [Luger &Stubblefield, ch1].