Researchers at the ATR Computational Neuroscience Laboratories in Kyoto have developed some powerful computational tools which use blood flow data from MRI scans to predict what a person is experiencing in dreams. Their results were published yesterday in Science, along with considerable fanfare. Before studies like this can be taken at face value, a closer inspection of the actual methods and results is warranted.