VITAL is an experiment in parsing natural language through the interaction of many local processes without an explicit global control. The global interpretation is achieved through the convergence of a network of processes on a mutually consistent state through cycles of spreading activation and an implicit form of mutual inhibition. This can be viewed as a constraint satisfaction technique consistent with current research both in linguistics and connectionism.