Computational Adventures in Evolutionary Biology In 1977 Carl Woese and George Fox ushered in the era of evolutionary studies based on analysis of genetic sequences. Although they did their first analyses on just a few sequences by hand, they fundamentally restructured the tree of life, and showed that analysis of patterns in genetic sequences of present day organisms could illuminate evolutionary history of the ancestors of present-day organisms. In this talk I will use work from our lab to illustrate how computational analysis of sequences reveals multiple dimensions of molecular evolution in addition to descent combined with variation. I will further discuss how using computers to understand molecular evolution can contribute to understanding major biological and biomedical problems including: 1) The molecular bases of behavior, including social behavior, 2) The molecular bases of intelligence, and 3) Unusual patterns of commonality among organisms only distantly related to each other, 4) How to develop new modes of therapy against bacterial disease and cancer that will have minimal side effects and can overcome acquired resistance to therapy on the part of destructive cells. Finally I will discuss new challenges and opportunities in computational science posed by the continuing explosive growth in genetic sequence data and computational power. Eric Jakobsson is Director, National Center for Biomimetic Nanoconductors, Senior Research Scientist, National Center for Supercomputing Applications. He is Emeritus Professor of Biochemistry, Molecular and Integrative Physiology, Biophysics and Computational Biology, Bioengineering, and Neuroscience in the Beckman Institute for Advanced Science and Technology in the School of Molecular and Cellular Biology of the University of Illinois at Urbana-Champaign.