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 are the key steps involved in deploying LLM applications into containers?

Why is security and governance critical when managing LLM applications?

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

How can data governance be centralized in an LLM ecosystem?

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

What is semantic caching, and how does it improve LLM app performance?

Why is specialized hardware important for LLM applications, and how can it be allocated effectively?

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

630

What are the best practices for integrating LLM apps with existing data?

600

What strategies can alleviate biases in LLM outputs?

603

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

566

How can organizations create a culture of collaboration around Generative AI projects?

456

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

613

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

536

How can LLM hallucinations be identified and managed effectively?

563

Un-Answered Questions { Generative AI }

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

1135

How do you ensure that your LLM generates contextually accurate and meaningful outputs?

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

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

How do you identify and mitigate bias in Generative AI models?

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

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

Why is data considered crucial in AI projects?

How do you enforce data governance in Generative AI projects?

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

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

How is Generative AI used in healthcare?

What is Generative AI, and how does it differ from traditional AI models?

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

Can you explain the difference between discriminative and generative models?

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