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Violet Teaming AI in the Life Sciences

USC Information Sciences Institute via YouTube

Overview

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Explore the intersection of artificial intelligence and life sciences in this thought-provoking one-hour talk presented by Alexander Titus from Bioeconomy.XYZ. Delve into the transformative impact of AI on biological engineering, examining its potential to accelerate research by learning design paradigms of life and understanding genotype-to-phenotype relationships. Analyze the mixed reception of AI in the field, balancing exciting opportunities in health, energy, environment, agriculture, and industrial materials against emerging biosecurity risks. Gain insights into the urgent need for research at the crossroads of AI security and biosecurity, and learn about the concept of violet teaming—a paradigm that pairs risk-focused research with opportunity-focused studies to optimize AI's potential in life sciences while minimizing downsides. Benefit from Titus's extensive expertise in machine learning, bioinformatics, and software engineering as he shares his perspectives on the intricate relationship between AI and biology, drawing from his experience as a former principal director for biotechnology at the Department of Defense and his current work with Bioeconomy.XYZ.

Syllabus

Violet Teaming AI in the Life Sciences

Taught by

USC Information Sciences Institute

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