The knowledge-based approach to ASR gives rise to various AI-related questions, pertaining to the kinds of knowledge which ASR systems require, the capture and representation of that knowledge, and its use within such systems. These issues are discussed in the present paper, with a view to indicating the directions in which their resolution may lie.