Traditional accounts of sequential behavior assume that schemas and goals play a causal role in the control of behavior. In contrast, M. Botvinick and D. C. Plaut (2004) argued that, at least in routine behavior, schemas and goals are epiphenomenal. The authors evaluate the Botvinick and Plaut account by contrasting the simple recurrent network model of Botvinick and Plaut with their own more traditional hierarchically structured interactive activation model (R. P. Cooper & T. Shallice, 2000). The authors present a range of arguments and additional simulations that demonstrate theoretical and empirical difficulties for both Botvinick and Plaut's model and their theoretical position. The authors conclude that explicit hierarchically organized and causally efficacious schema and goal representations are required to provide an adequate account of the flexibility of sequential behavior.Keywords: control of routine behavior, localist versus distributed representations, simple recurrent networks, neuropsychological impairments of action It has become a commonplace in many areas of psychology over the past 50 years that there exist discrete representations that correspond to qualitatively different states of the organism. The accessing, activation, or selection in some other way of one of these states rather than another is held to have qualitatively different effects on the selection of subsequent states and of subsequent behavior. Moreover, the selection of the current state is held to be the result of the effecting of discrete operations or rules, typically by analogy with a computer program.More recently, there has been a challenge to this perspective. It has been strongly argued that this assumed discreteness both of the representations and of the structures that select them arises from the familiarity of such concepts in other domains (e.g., computer science) rather than reflecting the operation of the underlying mechanism in the human mind. Instead, the apparent discreteness reflects inputs or outputs rather than the states of the internal mechanisms, which are better represented as regions or trajectories within continuous state spaces created by connectionist networks.The core issues in the debate, which has raged since 1985 (e.g., Broadbent, 1985;Pinker & Prince, 1988; etc.), have principally concerned areas in psycholinguistics and neurolinguistics where the existence of discrete representations (e.g., phonemes, morphemes) and of discrete operators (syntactic rules) was made plausible by developments in independent disciplines such as phonology and linguistics (e.g., Chomsky, 1957Chomsky, , 1980Chomsky & Halle, 1968). In addition, the debate has concerned areas where rule-based mappings had already been postulated on other grounds, as in spelling-to-sound translation in reading (e.g., Coltheart, Curtis, Atkins, & Haller, 1993;Plaut, McClelland, Seidenberg, & Patterson, 1996;Wijk, 1966; see also Zorzi, Houghton, & Butterworth, 1998).However, despite over 15 years of research in these areas, it would be premat...