1.1 Describe Major Generative AI Model Families (e.g., LLMs, Diffusion Models) and Common Use Cases (text Summarization, Content Creation, Code Generation) AI-TECHNICAL-PRACTITIONER Practice Questions (Page 4)

Questions 16–18

1. 16foundation · easy

   Which of the following is a common use case for diffusion models?

   • AClassifying emails as spam or not spam.
   • BWriting a blog post about a given topic.
   • CEnhancing the resolution of a blurry photo.
   • DGenerating a summary of a news article.
   Reveal Solution Discussion Select an answer first
2. 17foundation · easy

   A developer wants to automatically generate unit tests for a Python function. Which LLM use case does this represent?

   • AImage enhancement
   • BContent creation
   • CCode generation
   • DText summarization
   Reveal Solution Discussion Select an answer first
3. 18application · medium

   A chatbot developer wants to build a conversational agent that can answer customer queries in a natural, context-aware manner. The model must be trained on text data to understand and generate language. Which model family is most appropriate?

   • ALarge language model (LLM)
   • BDiffusion model
   • CGenerative adversarial network (GAN) for images
   • DAutoencoder for anomaly detection
   Reveal Solution Discussion Select an answer first