Special issue on non-monotonic logic

This paper reviews the history of process-dependent reasoning in AI systems, and argues that it represents an essentially different approach to non-monotonic reasoning from other formalizations. Much of the paper is a basic level tutorial, explaining the issues and providing a framework for understanding the essential features of non-monotonic reasoning.