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Una-May O’Reilly is the founder and principal investigator of the Anyscale Learning (ALFA) Group at the Massachusetts Institute of Technology's Computer Science and Artificial Intelligence Laboratory (CSAIL). Her research focuses on artificial intelligence with an emphasis on adaptive learning through evolutionary algorithms. O’Reilly seeks to understand and replicate intelligence patterns seen in nature, aiming to develop technologies that incorporate adversarial learning — a field that engages with competitional behaviors like those observed in biological ecosystems or cybersecurity challenges. With a track record of leadership within scientific communities, O’Reilly has chaired various conferences related to Genetic Programming and co-founded initiatives to enhance inclusivity in the field. She has guided numerous graduate students through their academic journeys and holds roles that involve mentoring and advising within MIT's Department of Electrical Engineering and Computer Science. O’Reilly's research interests are recognized in notable journals, and she actively contributes to the development of AI methodologies, including innovative cybersecurity applications and techniques for generative adversarial networks.