conversational AI systems can also be used to improve efficiency and productivity in a wide range of industries, from healthcare to finance to education. for example, a virtual assistant could be used to schedule appointments and manage patient records in a healthcare setting, or to provide personalised financial advice to investors. however, there are also potential risks and limitations associated with conversational AI, such as privacy concerns and the potential for biased or discriminatory responses. it is important for developers and researchers to work together to address these challenges and develop ethical and responsible conversational AI systems that benefit society as a whole.