In this week's round-up of top neuroscience breakthroughs, machine learning has been utilized to predict patterns of repetitive negative thinking, potentially revolutionizing depression treatment. A link has been discovered between a neurochemical imbalance and the severity of OCD symptoms, paving the way for improved treatment strategies.