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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?

29

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

26

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

25

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

39

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

43

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?

29

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?

29

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

26

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

34


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Un-Answered Questions { Generative AI }

How can Generative AI contribute to scientific research?

25


What are the ethical considerations in deploying Generative AI solutions?

28


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

820


Why is data governance critical in managing LLMs?

34


What techniques are used for handling noisy or incomplete data?

30


What are the challenges of using large datasets in LLM training?

1133


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

35


How do you enforce data governance in Generative AI projects?

30


What strategies can alleviate biases in LLM outputs?

603


What are prompt engineering techniques, and how can they improve LLM outputs?

34


What are the limitations of current Generative AI models?

27


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

28


What are the key elements to consider when creating user interfaces for LLM applications?

662


What is hallucination in LLMs, and how can it be controlled?

44


How do you select the right model architecture for a specific Generative AI application?

28