How do you stay updated with the latest research in Generative AI?
How do you identify and mitigate bias in Generative AI models?
What steps would you take to build a recommendation system with Generative AI?
What techniques are used for handling noisy or incomplete data?
What is the role of multi-agent systems in Generative AI?
What techniques can improve inference speed for LLMs?
What are diffusion models, and how do they differ from GANs?
How can latency be reduced in LLM-based applications?
Explain the concepts of pretraining and fine-tuning in LLMs.
How do foundation models support Generative AI systems?
What factors should be considered when selecting a data platform for Generative AI?
How do you optimize LLMs for low-latency applications?
Can you provide examples of how to structure prompts for a given use case?
How would you design a domain-specific chatbot using LLMs?
How do you ensure compatibility between Generative AI models and other AI systems?