1 Computer Science Curricula 2023 Version Beta March 2023 The Joint Task Force on Computing Curricula Association for Computing Machinery (ACM) IEEE-Computer Society (IEEE-CS) Association for Advancement of Artificial Intelligence (AAAI) 2 Steering Committee members: ACM members: Amruth N. Kumar, Ramapo College of NJ, Mahwah, NJ, USA (ACM CoChair) Monica D. Anderson, University of Alabama, Tus