Ace your Gen AI interview. This video covers Generative AI scenario based interview questions and answers for freshers and experienced candidates.
🔥 Join hands-on Generative AI Certification Course: https://mindmajix.com/generative-ai-training?utm_source=youtube&utm_medium=video&utm_campaign=promotion
👉 Below are the concepts we covered in this video on Top Gen AI Scenario Based Interview Questions and Answers:
00:00:00 Introduction
00:00:10 Describe how you would implement a human-in-the-loop approval step for high-risk agent actions?
00:01:32 Describe a scenario where RAG would not be effective.
00:02:18 How would you design prompts to optimize for specific outputs?
00:03:28 How do you build a cost-efficient agent that handles both simple and complex tasks?
00:04:50 How would you evaluate outputs: hallucinations, accuracy vs diversity, human eval, etc?
00:06:01 LLMs are stateful or stateless; how would you design a memory system for a local on-prem mid- to small LM?
00:07:01 Your company has built a RAG chatbot over 100,000 internal documents, but users report that it frequently hallucinates or misses relevant information. How would you debug and improve the system before considering a different LLM?
00:09:47 You are developing an AI assistant for the healthcare domain, where incorrect information could have serious consequences. What techniques would you implement to minimise hallucinations and ensure trustworthy responses?
00:10:58 You're building an AI customer support assistant that can answer FAQs, check order status, process refunds, and escalate complex cases. Would you build a single AI agent or a multi-agent system? Explain your design.
00:12:10 How would you deal with conflicting goals in multi-agent systems?
00:13:24 How do you implement persistent memory for a long-running agent?
#GenAiInterviewQuestions #GenerativeAiInterviewQuestions #GenerativeAiInterviewQuestionsAndAnswers #GenAiScenarioBasedInterviewQuestions #GenAiInterviewQuestionsForExperienced #AiEngineerInterview #AiInterview #Mindmajix
✅ About MindMajix's Generative AI Training:
MindMajix’s Generative AI course equips you to create highly realistic and complex content like text, images, music, audio, and videos. Our certified trainers deliver interactive training to prepare you to perform tasks such as summarisation, creating Q&A, classification, and more. In this training, you will go through powerful lab sessions, the latest projects and industry use cases, which will boost your hands-on skills to new heights. We also provide a career path guidance program to transform you into a full-fledged Gen AI specialist and stay ahead in the game.
🔑 Key Features
👉 Learn from Industry Experts.
👉 Gain Job-ready Skills.
👉 24/7 Support.
👉 Dedicated Learning Mentors.
👉 Guaranteed Job Interviews.
👉 Real-life Projects.
👉 Get Certified.
📌 Subscribe to our channel to get video updates. Click on the link to subscribe: https://www.youtube.com/channel/UCkKemMaRnFPlNLHZ0zOYfpA