You are developing an AI application that needs to generate text responses while keeping track of previous user interactions. Which approach is most appropriate?

An organization wants to evaluate whether an AI model produces consistently different outcomes for different demographic groups. Which area should they focus on?

mmA developer wants an AI system to retrieve relevant information from an organization's documents before generating an answer. Which architecture is most suitable?