We would find something through drug discovery that performed a useful function, but lacked effective models of how these interventions worked. Many of these drugs turned out to be crude tools with unanticipated side effects. We are now beginning to understand biology as a set of information processes, and we’re developing realistic models of how disease and aging progress.