Responsible AI

12 units · Graduate

Intermittent: 12 units The development and deployment of artificial intelligence (AI) systems increasingly involves choices that impact people's lives and society at large. The responsible development and use of AI requires the integration of ethical, societal, and policy considerations into the use of AI tools and the development of AI systems in high-stakes domains, such as employment, education, lending, criminal justice, medicine, and beyond. We will discuss: (1) the pathways through which AI can lead to or amplify problematic decision-making practices (e.g., discrimination, inscrutability, invasion of privacy, and beyond); (2) recent technological methods and remedies to capture and alleviate these concerns; and (3) the scope of applicability and limitations of technological remedies in the context of several contemporary application domains. The course's primary goals are: (a) to raise awareness about the social, ethical, and policy implications of AI, and (b) to prepare students to critically analyze these issues as they emerge in the ever-expanding use of AI in socially consequential domains. Prerequisites: 15-122 Min. grade C and ( 21-127 Min. grade C or 15-151 Min. grade C or 21-128 Min. grade C) and ( 36-225 Min. grade C or 36-235 Min. grade C or 15-259 Min. grade C or 36-217 Min. grade C or 36-218 Min. grade C or 21-325 Min. grade C or 15-359 Min. grade C or 36-219 Min. grade C) Course Website: https://www.cs.cmu.edu/~hheidari/rai-spring-24.html