To meet the urgent requirement of reliable artificial intelligence applications, Authors discuss the tight link between artificial intelligence and intelligence test in this study. Thus, they highlight the role of tasks in intelligence test for all kinds of artificial intelligence. As a matter of fact, Authors explain the necessity and difficulty of describing tasks for intelligence test, checking all the tasks that may encounter in intelligence test, designing simulation-based test, and setting appropriate test performance evaluation indices.