CMU vs. Caltech: Which is better for undergraduate artificial intelligence research opportunities?

For most undergraduates seeking the widest and most clearly AI-focused research ecosystem, Carnegie Mellon offers more opportunities in machine learning and robotics. CMU has a dedicated undergraduate Bachelor of Science in Artificial Intelligence, along with the Machine Learning Department and Robotics Institute, so students can find labs across areas such as perception, language technologies, autonomous systems, human-robot interaction, and responsible AI. Its size also means more research groups, specialized courses, and AI-centered student communities.

CMU fits a student who wants to explore several AI subfields before narrowing down. An undergraduate can use course projects, faculty connections, independent study, and programs such as the Summer Undergraduate Research Apprenticeship to build toward lab work. The scale can require initiative: students need to identify a specific lab, develop relevant technical preparation, and reach out thoughtfully rather than assume a position will appear automatically.

Caltech is compelling for a student who prefers a very small, mathematically rigorous research environment and close faculty contact. Its Computing and Mathematical Sciences program, work in control and dynamical systems, computer vision, and robotics-related research through the Center for Autonomous Systems and Technologies can support serious AI work, while the SURF program gives undergraduates a well-established route to funded summer research. Caltech’s ties to JPL can also be particularly appealing for students interested in autonomous spacecraft, sensing, and scientific robotics.

Caltech has exceptional research depth but a smaller number of labs devoted specifically to modern AI and machine learning than CMU. A student focused primarily on ML research, robotics, and the option to move among many AI labs would likely find CMU’s ecosystem more aligned. A student drawn to theory-heavy AI, physical systems, or space-oriented autonomy in a tight-knit undergraduate setting may find Caltech more distinctive.