How do you prevent unauthorized access to deployed Generative AI models?

36

How do few-shot and zero-shot learning influence prompt engineering?

41

What is the role of vector embeddings in Generative AI?

36

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

41

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

579

How do you implement beam search for text generation?

807

Why is data quality critical in Generative AI projects?

40

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

35

What are the risks of using open-source Generative AI models?

42

How do you handle conflicts in an AI team?

681

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

43

How do you balance transparency and performance in Generative AI systems?

46

Explain the importance of tokenization in LLMs.

68

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

56

What advancements are enabling the next generation of LLMs?

40