This text investigates the application of the Common Lisp programming language as a primary tool for developing artificial intelligence systems. The authors, John Domingue and Tony Hasemer, leverage their expertise in symbolic processing and AI research to provide a structured framework for implementing complex logic. The book argues that Lisp's unique features, such as symbolic manipulation and dynamic memory management, make it an ideal environment for building intelligent software agents and knowledge-based systems.

Experts recognize this as a foundational text for those transitioning from general programming to AI-specific development. Readers frequently note the academic density of the prose, which serves as a rigorous guide for students and researchers working within the Lisp ecosystem.