Chapter 6: Advancements and Challenges in Conversational AI: Navigating the Frontiers of Innovation and Complexity
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Published:2025
Alka Sanjeev, Renuka Sharma, 2025. "Advancements and Challenges in Conversational AI: Navigating the Frontiers of Innovation and Complexity", The ChatGPT Revolution: How Conversational AI is Transforming Customer Service and Business Operations, Abhishek Behl, Chitra Krishnan, Priyanka Malik, Shalini Gautam
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Abstract
Conversational Artificial Intelligence, a key branch of artificial intelligence (AI), focuses on creating text and speech-based bots that replicate and automate human interactions. This field is rapidly evolving, offering transformative potential for consumer engagement and procedural efficiency. This chapter delves into the latest innovations and developments in conversational AI, outlining its progress and current state. It also addresses critical challenges, including language input complexities, privacy and security concerns, and user apprehension. A significant focus is placed on responsible AI, a framework dedicated to ethical, transparent, and accountable AI solutions. Responsible AI aims to build trust and ensure privacy by adhering to legal requirements, stakeholder expectations, and social norms. Core principles of responsible AI include accountability, requiring systems to justify and explain their decisions; responsibility, ensuring systems can address and correct errors; and transparency, documenting and examining how AI systems make decisions and handle information. By addressing these challenges and embracing responsible AI practices, we can harness the transformative power of AI to create a more efficient, equitable, and prosperous future.
