Generative AI Interview Questions
Questions Answers Views Company eMail

What is Generative AI, and why is it significant in modern enterprises?

17

Can you explain the historical context of Generative AI and how it has evolved?

38

What are Large Language Models (LLMs), and how do they relate to foundation models?

25

How is Generative AI transforming the AI landscape?

23

What does "accelerating AI functions" mean, and why is it important?

24

Why is data considered crucial in AI projects?

18

How can Generative AI create value for enterprises?

23

What are pretrained models, and how do they work?

22

What are the trade-offs between security and ease of use in Gen AI applications?

17

How does a cloud data platform help in managing Gen AI projects?

20

How can LLMs be categorized?

18

What distinguishes general-purpose LLMs from task-specific and domain-specific LLMs?

21

Can you explain the key technologies and principles behind LLMs?

22

What are vector embeddings, and why are they important in LLMs?

23

What key terms and concepts should one understand when working with LLMs?

32


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Un-Answered Questions { Generative AI }

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

16


What steps would you take to build a recommendation system with Generative AI?

725


What is the most innovative Generative AI project you have contributed to?

22


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

24


How do you design prompts for generating specific outputs?

21


How does Generative AI impact e-commerce personalization?

13


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

14


How does masking work in Transformer models?

694


How can data governance be centralized in an LLM ecosystem?

27


Can you describe a challenging Generative AI project you worked on?

15


How do you optimize LLMs for low-latency applications?

17


How do you balance innovation with practical business constraints?

25


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

21


How do you enforce data governance in Generative AI projects?

19


What are the limitations of current Generative AI models?

16