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Generative AI Interview Questions
Questions Answers Views Company eMail

What measures do you take to secure sensitive data during model training?

31

How do you prevent unauthorized access to deployed Generative AI models?

26

What are the risks of using open-source Generative AI models?

32

What is a Large Language Model (LLM), and how does it work?

41

How do you ensure compliance with industry regulations in AI projects?

44

What are diffusion models, and how do they differ from GANs?

38

How does multimodal AI enhance Generative AI applications?

32

What is semantic caching, and how is it used in LLMs?

31

How do generative adversarial networks (GANs) work?

28

What advancements are enabling the next generation of LLMs?

28

How is Generative AI used in healthcare?

27

What are the applications of Generative AI in finance?

26

How does Generative AI impact e-commerce personalization?

31

What is the role of Generative AI in gaming and virtual environments?

28

Explain the concepts of pretraining and fine-tuning in LLMs.

36


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Un-Answered Questions { Generative AI }

What considerations are involved in processing for inference in LLMs?

621


How do you integrate Generative AI models with existing enterprise systems?

29


What measures do you take to secure sensitive data during model training?

31


What are the key differences between GPT, BERT, and other LLMs?

42


How do Generative AI models create synthetic data?

32


How do foundation models support Generative AI systems?

40


How can one select the right LLM for a specific project?

43


How does Generative AI impact e-commerce personalization?

31


What are the best practices for deploying Generative AI models in production?

41


How do you stay updated with the latest research in Generative AI?

26


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

32


What is semantic caching, and how is it used in LLMs?

31


Why is specialized hardware important for LLM applications, and how can it be allocated effectively?

34


How is Generative AI used in healthcare?

27


How do generative adversarial networks (GANs) work?

28