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

How do you prevent unauthorized access to deployed Generative AI models?

What are the risks of using open-source Generative AI models?

What is a Large Language Model (LLM), and how does it work?

How do you ensure compliance with industry regulations in AI projects?

What are diffusion models, and how do they differ from GANs?

How does multimodal AI enhance Generative AI applications?

What is semantic caching, and how is it used in LLMs?

How do generative adversarial networks (GANs) work?

What advancements are enabling the next generation of LLMs?

How is Generative AI used in healthcare?

What are the applications of Generative AI in finance?

How does Generative AI impact e-commerce personalization?

What is the role of Generative AI in gaming and virtual environments?

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

Un-Answered Questions { Generative AI }

How do you handle conflicts in an AI team?

683

What are pretrained models, and how do they work?

What strategies can alleviate biases in LLM outputs?

615

What is the role of multi-agent systems in Generative AI?

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

How do you stay updated with the latest research in Generative AI?

How can data governance be centralized in an LLM ecosystem?

Why is data quality critical in Generative AI projects?

What are some best practices for crafting effective prompts?

How can Generative AI be used for text summarization?

What are the key elements to consider when creating user interfaces for LLM applications?

678

Which developer tools and frameworks are most commonly used with LLMs?

What are the risks of using open-source Generative AI models?

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

1178

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

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