The article discusses the highlights of research papers on short read sequencing and algorithms presented at the 2008 Intelligent Systems in Molecular Biology conference held in Toronto, Ontario. Keynote address was delivered by Dr. Edwin Cuppen of the Hubrecht Laboratory. Topics discussed included the advent of high-throughput sequencing, RNA sequencing and advantage of short read sequencing.