Only by employing complex machine-learning techniques to decipher repeated advanced brain scans were researchers able to provide evidence that a patient with a severe brain injury could, in her way, communicate accurately. Their study demonstrates how difficult it is to determine whether a patient can communicate using only measured brain activity, even if it is possible for them to generate reliable patterns of brain activation in response to instructed commands.