Generative AI Interview Questions, Answers for Freshers and Experienced asked in various Company Job Interviews

Generative AI Interview Questions

Questions Answers Views Company eMail

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

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

Explain positional encodings in Transformer models.

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

1135

How do you implement beam search for text generation?

797

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

894

What is the importance of attention mechanisms in LLMs?

1111

How does masking work in Transformer models?

713

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

698

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

1162

How do you incorporate user feedback into Generative AI systems?

655

What techniques would you use to summarize legal documents?

708

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

810

How do you handle conflicts in an AI team?

671

How do you ensure knowledge sharing within your team?

692

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Un-Answered Questions { Generative AI }

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

How is Generative AI applied in music composition?

How is Generative AI used in healthcare?

What measures do you take to secure sensitive data during model training?

How do you handle setbacks in AI research and development?

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

1162

What are the challenges of working on cross-functional AI teams?

This list covers a wide spectrum of topics, ensuring readiness for interviews in Generative AI roles.

1095

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

697

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

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

698

Can you explain the concept of feature injection and its role in LLM workflows?

630

How do AI agents function in orchestration, and why are they significant for LLM apps?

What are the privacy implications of using large datasets for Generative AI?

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

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