The 26th Conference on Uncertainty in Artificial Intelligence (UAI 2010) will be organized on beautiful Catalina Island, California (near Los Angeles), on July 8-11, 2010. UAI is supported by the Association for Uncertainty in Artificial Intelligence (AUAI).