Generative AI Interview Questions
Questions Answers Views Company eMail

What is prompt engineering, and why is it important for Generative AI models?

28

How do you design prompts for generating specific outputs?

25

What are some best practices for crafting effective prompts?

20

How do few-shot and zero-shot learning influence prompt engineering?

23

Can you explain the difference between discriminative and generative models?

22

Can you provide examples of how to structure prompts for a given use case?

32

Why is data quality critical in Generative AI projects?

21

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

21

What techniques are used for handling noisy or incomplete data?

24

Explain the importance of tokenization in LLMs.

25

What is the role of vector embeddings in Generative AI?

19

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

25

How do you decide whether to fine-tune or train a model from scratch?

23

What is reinforcement learning with human feedback (RLHF), and how is it applied?

32

How do you prevent overfitting during fine-tuning?

27


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Un-Answered Questions { Generative AI }

How do you ensure that your LLM generates contextually accurate and meaningful outputs?

27


What is Generative AI, and how does it differ from traditional AI models?

25


How would you design a domain-specific chatbot using LLMs?

686


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

22


What are some real-world applications of Generative AI?

26


What factors should be considered when selecting a data platform for Generative AI?

24


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

21


What are the applications of Generative AI in finance?

17


How can governance be extended to all data types?

22


Why is data considered crucial in AI projects?

24


What factors should be considered when comparing small and large language models?

23


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

26


How can organizations create a culture of collaboration around Generative AI projects?

423


How do foundation models support Generative AI systems?

26


What are the best practices for integrating LLM apps with existing data?

589