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?

642

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

615

What strategies can alleviate biases in LLM outputs?

615

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

581

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

472

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

625

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

549

How can LLM hallucinations be identified and managed effectively?

578

Un-Answered Questions { Generative AI }

What distinguishes general-purpose LLMs from task-specific and domain-specific LLMs?

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

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

What role will Generative AI play in autonomous systems?

What are the best practices for deploying Generative AI models in production?

What is the importance of attention mechanisms in LLMs?

1125

How can latency be reduced in LLM-based applications?

672

Can you explain the key technologies and principles behind LLMs?

What are the trade-offs between security and ease of use in Gen AI applications?

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

How do you prepare and clean data for training a generative model?

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

What motivates you to work in the field of Generative AI?

840

What is the most innovative Generative AI project you have contributed to?

How do you balance innovation with practical business constraints?

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