The integration of real-time feedback mechanisms could enhance the effectiveness of AQuA in responding to user queries by providing immediate assistance and improving user engagement. For example, incorporating chatbots or live chat support within AQuA could allow users to ask follow-up questions or clarify doubts instantly while watching tutorial videos. Real-time feedback mechanisms can also gather user input on answer quality, helping refine AQuA's responses over time based on user preferences and needs.