Question 12
Domain 5: Describe knowledge mining and generative AI workloads on AzureYou would like to summarise a paragraph of text. Which generative AI model family would you use to solve for this workload?
Correct answer: A
Explanation
GPT is a generative AI model family built for language tasks, including summarization. A paragraph summary requires a model that can “generate” concise text from longer input, which is the core function of GPT-style language models.
Why each option is right or wrong
A. GPT
The task is to produce a shorter, coherent natural-language output from a longer passage, which falls under text generation rather than classification or retrieval. GPT refers to the Generative Pre-trained Transformer family, a language-model architecture designed to condition on input text and generate an abstractive summary as output; no special numeric threshold or procedural rule is needed here because the question is asking for the appropriate model family for a summarization workload.
B. Codex
C. Dall-E.