An August CFTC conference in Washington DC was organised to highlight and discuss recent academic research on key issues affecting commodity markets. The conference came at a time of intense debate surrounding recent CFTC rulemaking. Several conference panelists argued that speculators in general, and commodity index traders (CITs) in particular, have affected the functioning of commodity markets and caused oil price swings that cannot be explained by energy market fundamentals – especially during the 2008 financial crisis. However, in the presentations of that set of papers, we failed to see any detailed accounting for those very fundamentals. In contrast, the few papers at the conference that focused on fundamentals found no clear-cut evidence of speculators driving prices away from their fundamental values.