Chapter 1 of William Stallings' 'Computer Organization and Architecture' explains the concepts of architecture and organization in computing. It highlights that architecture refers to attributes visible to programmers, while organization pertains to their implementation. The chapter also outlines the basic structure and function of computers, detailing CPU components and providing resources for further learning.