Both libertarian and compatibilist approaches have been unsuccessful in providing an acceptable account of free will. Recent developments in cognitive neuroscience, including the connectionist theory of mind and empirical findings regarding modularity and integration of brain functions, provide the basis for a new approach: neural holism. This approach locates free will in fully integrated behavior in which all of a person's beliefs and desires, implicitly represented in the brain, automatically contribute to an act. Deliberation, the experience of volition, and cognitive and behavioral shortcomings are easily understood under this model. Assigning moral praise and blame, often seen as grounded in the notion that a person has the ability to have done otherwise, will be shown to reflect instead important aspects of signaling in social interactions. Thus, important aspects of the traditional notion of free will can be accounted for within the proposed model, which has interesting implications for lifelong cognitive development.