Chirpy Cardinal: Innovating Conversational AI

This chapter explores the design and implementation of the Chirpy Cardinal chatbot for the Alexa Prize Challenge, focusing on its mixed initiative approach to enhance user engagement. It discusses the adaptation of dynamic response generation and empathetic dialogue strategies, particularly during the pandemic. The chapter also analyzes the challenges in fine-tuning conversational AI models and the impact of user interactions on the bot's performance and relevance.