Human conditioning research shows that learning is closely related to consciously available contingency knowledge, requires attentional resources, and is influenced by language. This research suggests a cognitive model in which extinction consists of changes in contingency beliefs in long-term memory. Laboratory and clinical evidence on extinction is briefly reviewed, and it is concluded that the evidence supports the cognitive position. There is little evidence for a separate, noncognitive conditioning system. The primary implication for neural analysis is that learning and extinction are unlikely to be reducible to direct connections in which one stimulus simply activates or inhibits the memory representation of another. Rather, an adequate neural model will involve the integration of both low-level and high-level systems, including attention, representation of stimulus relations in long-term memory, and a dynamic performance mechanism based on anticipation, not just activation.Extinction refers to the loss of an associatively based behavior when the associative relationships that generated the original learning have been changed. For example, in Pavlovian conditioning, the conditioned response (CR) declines over trials when the conditioned stimulus (CS) is no longer followed by the unconditioned stimulus (US). The way in which we view extinction necessarily follows from the way in which we conceptualize the initial conditioning. Psychologists, neuroscientists, and lay people alike share a common conceptualization of conditioning: It is seen as an automatic, unconscious, and low-level process that establishes excitatory or inhibitory associations between CS and US nodes in memory. In humans, conditioning is almost universally agreed to involve separate mechanisms from those involved in reasoning, language, and consciousness. Accordingly, extinction is also seen as an automatic and unconscious process that either reverses the original learned associations, or establishes new competing associations. But what if this traditional view of conditioning and extinction is wrong?In fact, research on conditioning in humans suggests it to be an entirely different process from that suggested by the traditional view. Evidence for a separate conditioning mechanism that is independent of higher cognitive processes has been remarkably difficult to obtain (Brewer 1974;Dawson and Schell 1985;Lovibond and Shanks 2002). Instead, conditioning in humans appears to be closely tied to attention, consciousness, and language. In this article, I will briefly summarize this research, then focus specifically on extinction in human conditioning, and finally consider the implications for research into the neural basis of conditioning and extinction in both animals and humans.