Figure 2. Reinforcement-based cognitive biases associated with the pathophysiology of alcohol use disorder (AUD) include abnormal sensitivity to positive and negative feedback, biased interpretation of ambiguity and conflict situations, lowered negative and inflated positive outcome expectations, and unrealistic optimism. Understanding the underlying mechanisms could provide useful information for tailoring prevention and intervention efforts.