Generative AI Interview Questions
Questions Answers Views Company eMail

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

11

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

26

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

14

How is Generative AI transforming the AI landscape?

19

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

22

Why is data considered crucial in AI projects?

12

How can Generative AI create value for enterprises?

17

What are pretrained models, and how do they work?

12

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

11

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

12

How can LLMs be categorized?

14

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

17

Can you explain the key technologies and principles behind LLMs?

16

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

13

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

24


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Un-Answered Questions { Generative AI }

How is Generative AI applied in music composition?

13


How does multimodal AI enhance Generative AI applications?

14


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

16


How can data governance be centralized in an LLM ecosystem?

20


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

14






What techniques can improve inference speed for LLMs?

14


How can data pipelines be adapted for LLM applications?

14


How does masking work in Transformer models?

678


What is the role of vector embeddings in Generative AI?

13


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

15


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

21


What are some real-world applications of Generative AI?

14


What are the benefits and challenges of fine-tuning a pre-trained model?

17


What strategies can be used to adapt LLMs to a specific use case?

16


What strategies can simplify LLM development and deployment?

655