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?

704

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Un-Answered Questions { Generative AI }

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

What techniques are used for handling noisy or incomplete data?

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

How does masking work in Transformer models?

723

What advancements are enabling the next generation of LLMs?

How can governance be extended to all data types?

How does Generative AI impact e-commerce personalization?

How do you prevent overfitting during fine-tuning?

What is the role of vector embeddings in Generative AI?

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

Why is data considered crucial in AI projects?

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

581

How can Generative AI contribute to scientific research?

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

What are the risks of using open-source LLMs, and how can they be mitigated?

625

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