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Generative AI Interview Questions
Questions Answers Views Company eMail

How do you ensure Generative AI outputs comply with copyright laws?

29

What are the privacy implications of using large datasets for Generative AI?

48

How do you balance transparency and performance in Generative AI systems?

40

How do Generative AI models create synthetic data?

32

What are the key steps in building a chatbot using LLMs?

50

How can Generative AI be used for text summarization?

29

What techniques are used in Generative AI for image generation?

29

What are the ethical considerations in deploying Generative AI solutions?

28

How is Generative AI applied in music composition?

28

How do you integrate Generative AI with rule-based systems?

32

What is the role of multi-agent systems in Generative AI?

25

How do you manage context across multiple turns in conversational AI?

35

What are the advantages of combining retrieval-based and generative models?

32

How do you ensure compatibility between Generative AI models and other AI systems?

25

How do you enforce data governance in Generative AI projects?

33


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Un-Answered Questions { Generative AI }

What steps are involved in defining the use case and scope of an LLM project?

33


What is a vector database, and how is it used in LLM applications?

49


How can governance be extended to all data types?

33


What motivates you to work in the field of Generative AI?

820


How do you identify and mitigate bias in Generative AI models?

39


What is perplexity, and how does it relate to LLM performance?

49


How do you ensure Generative AI outputs comply with copyright laws?

29


How do you communicate complex AI concepts to non-technical stakeholders?

24


Why is data governance critical in managing LLMs?

36


How does transfer learning play a role in training LLMs?

26


What strategies can alleviate biases in LLM outputs?

603


Can you explain reinforcement learning and its role in improving LLMs?

33


What are the challenges of working on cross-functional AI teams?

28


Which developer tools and frameworks are most commonly used with LLMs?

32


What are the best practices for integrating LLM apps with existing data?

600