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Generative AI Interview Questions
Questions Answers Views Company eMail

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

47

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

76

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

61

How is Generative AI transforming the AI landscape?

47

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

48

Why is data considered crucial in AI projects?

44

How can Generative AI create value for enterprises?

51

What are pretrained models, and how do they work?

44

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

44

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

44

How can LLMs be categorized?

35

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

48

Can you explain the key technologies and principles behind LLMs?

44

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

56

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

54


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Un-Answered Questions { Generative AI }

How is Generative AI applied in music composition?

42


Explain positional encodings in Transformer models.

41


How do you prepare and clean data for training a generative model?

45


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

48


How do you design prompts for generating specific outputs?

49


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

35


How do you ensure knowledge sharing within your team?

704


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

58


What are the differences between encoder-only, decoder-only, and encoder-decoder architectures?

912


How does transfer learning play a role in training LLMs?

42


How do you prevent overfitting during fine-tuning?

79


What is the role of containerization and orchestration in deploying LLMs?

43


Why is it essential to observe copyright laws in LLM applications?

711


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

45


What tools do you use for managing Generative AI workflows?

44