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

Generative AI Interview Questions

Questions Answers Views Company eMail

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

Why is data governance critical in managing LLMs?

How can governance be extended to all data types?

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

How can one select the right LLM for a specific project?

What factors should be considered when comparing small and large language models?

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

What are prompt engineering techniques, and how can they improve LLM outputs?

How does learning from context enhance the performance of LLMs?

What is text retrieval augmentation, and why is it important?

What are the key steps involved in fine-tuning language models?

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

What is a vector database, and how is it used in LLM applications?

How can data pipelines be adapted for LLM applications?

How can organizations identify business problems suitable for Generative AI?

Un-Answered Questions { Generative AI }

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

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

What is the importance of attention mechanisms in LLMs?

1111

How do you design prompts for generating specific outputs?

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

Why is security and governance critical when managing LLM applications?

How do foundation models support Generative AI systems?

How can latency be reduced in LLM-based applications?

660

How does multimodal AI enhance Generative AI applications?

What is a vector database, and how is it used in LLM applications?

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

613

How do generative adversarial networks (GANs) work?

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

How does Generative AI impact e-commerce personalization?

What are the benefits and challenges of fine-tuning a pre-trained model?

For More Un-Answered { Generative AI } Questions Click Here