Generative AI Interview Questions
Questions Answers Views Company eMail

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

22

How do you ensure ethical considerations are addressed in your work?

17

Explain positional encodings in Transformer models.

22

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

747

How do you implement beam search for text generation?

789

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

871

What is the importance of attention mechanisms in LLMs?

780

How does masking work in Transformer models?

696

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

684

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

725

How do you incorporate user feedback into Generative AI systems?

642

What techniques would you use to summarize legal documents?

702

How do you train a model for generating creative content, like poetry?

793

How do you handle conflicts in an AI team?

661

How do you ensure knowledge sharing within your team?

677


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Un-Answered Questions { Generative AI }

How do you implement beam search for text generation?

789


Why is data considered crucial in AI projects?

20


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

18


What are the applications of Generative AI in finance?

15


Why is building a strong data foundation crucial for Generative AI initiatives?

557


How do you ensure ethical considerations are addressed in your work?

17


How do you optimize LLMs for low-latency applications?

17


What role will Generative AI play in autonomous systems?

24


What steps are involved in defining the use case and scope of an LLM project?

21


How do you approach working with incomplete or ambiguous requirements?

817


How will quantum computing impact Generative AI?

13


How do you ensure compatibility between Generative AI models and other AI systems?

19


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

23


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

22


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

19