My research focuses on expanding and identifying the limits of biological inference from extremely large genomics datasets. We now have terabytes of information in the forms of sequences and images, often from heterogeneous sources with radically different signal to noise ratios. Ostensibly simple questions have proved surprisingly difficult to answer well. Understanding the reproducibility of...