Determine the Differences Between Predictive AI and Generative AI CERTIFIED-AI-EXPERT Practice Questions (Page 5)

Questions 21–25

1. 21foundation · easy

   Which statement best describes generative AI?

   • AIt clusters similar data points without predefined labels
   • BIt generates new data instances that are plausible and original
   • CIt assigns labels to input data based on learned patterns
   • DIt analyzes historical data to forecast future trends
   Reveal Solution Discussion Select an answer first
2. 22application · medium

   A marketing team needs to produce unique product descriptions for thousands of items in an online catalog. They have a large corpus of existing product text but no labeled examples of 'good' descriptions. Which AI approach is most appropriate?

   • AUse a time-series model to forecast which descriptions will be needed in the future.
   • BUse a classification model to sort existing descriptions into categories and reuse them.
   • CUse a regression model to predict which descriptions are most popular and duplicate those.
   • DUse a transformer-based generative model fine-tuned on the existing product text to generate new descriptions.
   Reveal Solution Discussion Select an answer first
4. 23foundation · easy

   What is the key difference in the output of predictive AI versus generative AI?

   • ABoth output the same type of results
   • BPredictive AI outputs new artifacts, while generative AI outputs predictions
   • CPredictive AI outputs predictions or decisions, while generative AI outputs new artifacts
   • DPredictive AI outputs probabilities, while generative AI outputs only text
   Reveal Solution Discussion Select an answer first
5. 24foundation · easy

   Which of the following best contrasts the output of predictive AI and generative AI?

   • APredictive AI outputs a probability distribution, while generative AI outputs a single label
   • BPredictive AI creates synthetic data, while generative AI makes forecasts
   • CPredictive AI produces a decision or a score, while generative AI produces a new data sample
   • DBoth output a classification label
   Reveal Solution Discussion Select an answer first
6. 25foundation · easy

   What is the primary purpose of predictive AI?

   • ATo store and retrieve large volumes of unstructured data
   • BTo generate new, original content from learned patterns
   • CTo classify data into predefined categories without any training
   • DTo forecast future outcomes based on historical data
   Reveal Solution Discussion Select an answer first