A new study challenges conventional thinking on the role of short and long-term memories in relearning motor skills. Researchers found that fleeting short-term memories, rather than long-term ones, are responsible for rapid motor learning, indicating the existence of mechanisms for regulating the learning rates for memories that are distinct from the memories themselves.