We have recently launched a new crowdsourcing challenge: The DREAM Malaria Challenge. The goal of the Malaria DREAM Challenge is to predict artemisinin drug-resistance levels for a test set of malaria parasites by using their in vitro transcription data and a training set consisting of published in vivo and unpublished in vitro transcriptomes. More info about the challenge can be found in the recent correspondence published in nature biotechnology.