AWS Certified AI Practitioner (AIF-C01) — Question 300

A company wants to extract key insights from large policy documents to increase employee efficiency.

Which generative AI strategy meets this requirement?

Answer options

• A. Regression
• B. Clustering
• C. Summarization
• D. Classification

Correct answer: C

Explanation

Summarization is a generative AI strategy designed to condense large volumes of text into concise, key insights, thereby improving efficiency. Regression, clustering, and classification are traditional machine learning techniques used for predicting continuous values, grouping data points, and labeling data, respectively, rather than generating text-based summaries.