The advent of artificial intelligence (AI) has significantly impacted many disciplines, including architecture. AI started redefining design boundaries and possibilities by opening up new realms of creativity. Within this scope, this chapter investigates the integration of AI in architectural design by exploring the potential of these advanced technologies. Moreover, ethical considerations regarding the role of AI in architectural design, which is an area of increasing importance and complexity, will also be investigated. The chapter will also engage with concerns about the potential loss of human touch in the design process, a critical aspect considering the intrinsic value of personal creativity and intuition in architecture. By addressing these concerns and presenting a detailed view, the chapter aims to foster a comprehensive understanding of AI's role in architecture, proposing an informed approach to integrate AI tools in the architectural design process.