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?

1147

How do you implement beam search for text generation?

809

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

912

What is the importance of attention mechanisms in LLMs?

1125

How does masking work in Transformer models?

723

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

712

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

1178

How do you incorporate user feedback into Generative AI systems?

667

What techniques would you use to summarize legal documents?

718

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

824

How do you handle conflicts in an AI team?

683

How do you ensure knowledge sharing within your team?

705

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Un-Answered Questions { Generative AI }

What are the ethical considerations in deploying Generative AI solutions?

Can you explain reinforcement learning and its role in improving LLMs?

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

1147

How will quantum computing impact Generative AI?

How do you evaluate the impact of model updates on downstream applications?

How can organizations identify business problems suitable for Generative AI?

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

How does transfer learning play a role in training LLMs?

How would you adapt a pre-trained model to a domain-specific task?

How is Generative AI used in healthcare?

Can you explain the key technologies and principles behind LLMs?

What is context retrieval, and why is it important in LLM applications?

549

How does Generative AI impact e-commerce personalization?

What are some real-world applications of Generative AI?

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

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