Scott Aaronson announces his new course on AI Alignment Theory at UT Austin, highlighting its relevance due to recent developments in the field. He shares insights from his teaching experience, including readings and reports that will be discussed during the course, emphasizing the importance of understanding AI alignment in the current technological landscape.