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The PhD in Biological and Artificial Intelligence (BioAI) program at Cold Spring Harbor Laboratory (CSHL) is a specialized, fast-track doctoral program designed for students at the intersection of AI and biology. This program focuses on quantitative and computational research, requiring students to have a master's degree or equivalent in a field such as computer science, physics, mathematics, or engineering. Unlike traditional PhD programs, BioAI students are directly admitted into a specific research lab, bypassing the typical rotation period. The program emphasizes "dry lab" research, meaning all work is computational or data-driven, not involving wet lab experiments. Students will contribute to shaping the future of research and industry by becoming innovators in areas where AI meets neuroscience, genomics, and other biological sciences.

Cold Spring Harbor Laboratory (CSHL) offers an innovative PhD program in Biological Sciences. This program is designed to provide a broad understanding across various disciplines within the biosciences. The first year includes coursework and laboratory rotations, with a strong emphasis on scientific reasoning, ethics, and communication. Following the first year, students select a research mentor and focus on their doctoral research. An alternative BioAI PhD program is also available, integrating artificial intelligence and computational approaches with biological research for students interested in applying machine learning and data-driven methods to solve complex biological problems. The program aims to train scientists to become next-generation leaders in science and society.