Although some efforts in biology, such as the Protein Structure initiative successfully encouraged group efforts, there is considerable pressure for many researchers to compete for grants, papers, and credit rather than collaborate. Should we try to change promotion and other credit criteria to value collaborative work as well as individual accomplishments?