Ted was invited to give a talk at the METRICS Forum at Stanford University. The presentation covered recent progress towards research transparency in the social sciences, made the case for standards and practices that help realign scholarly incentives with scholarly values, and specifically discussed prospects for pre-specifying research hypotheses in prospective observational studies.