What is perplexity, and how does it relate to LLM performance?

49

---

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

24

---

How do foundation models support Generative AI systems?

41

---

What techniques can improve inference speed for LLMs?

33

---

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

39

---

What is hallucination in LLMs, and how can it be controlled?

44

---

How do you ensure Generative AI outputs comply with copyright laws?

29

---

What are the privacy implications of using large datasets for Generative AI?

48

---

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

40

---

How do Generative AI models create synthetic data?

32

---

What are the key steps in building a chatbot using LLMs?

50

---

How can Generative AI be used for text summarization?

31

---

What techniques are used in Generative AI for image generation?

29

---

What are the ethical considerations in deploying Generative AI solutions?

28

---

How is Generative AI applied in music composition?

32

---