Identify Features of Generative AI Solutions AI-900 Practice Questions (Page 5)

Questions 21–25

1. 21application · medium

   A media company uses a generative AI model to create news article summaries. An article summary contains a factual error that is published. The company wants to ensure that such errors can be traced back to the responsible team. What should they implement?

   • AA policy that disclaims all AI-generated content as potentially inaccurate.
   • BA more complex generative model that is less likely to make errors.
   • CA system that automatically publishes all AI-generated content without review.
   • DA clear process for human review and a record of who approved each AI-generated summary.
   Reveal Solution Discussion Select an answer first
2. 22foundation · easy

   How does transparency affect trust in generative AI systems?

   • AIt increases trust by allowing users to understand how outputs are generated
   • BIt decreases trust because users see the complexity
   • CIt only affects trust if the model is open-source
   • DIt has no effect on trust
   Reveal Solution Discussion Select an answer first
4. 23expert · hard

   A bank is deploying a generative AI system to generate personalized investment advice. Regulators require that customers receive an explanation for any advice given. The bank also wants to maintain a competitive advantage by keeping the model's internal logic proprietary. How should they balance transparency and proprietary concerns?

   • ARefuse to provide any explanation to protect the proprietary model.
   • BUse a simpler model that is inherently explainable, even if less accurate.
   • CPublish the entire model architecture and training data to be fully transparent.
   • DProvide customers with a clear, non-technical explanation of the factors the model considered, without revealing the full model architecture.
   Reveal Solution Discussion Select an answer first
5. 24application · medium

   A game development studio wants to automatically generate background music that adapts to the player's actions in real time. Which type of generative AI model is best suited for this task?

   • AA GAN trained on images of sheet music.
   • BA transformer-based model trained on musical sequences.
   • CA clustering algorithm that selects pre-recorded tracks.
   • DA VAE trained on static audio clips.
   Reveal Solution Discussion Select an answer first
6. 25expert · hard

   An insurance company wants to use generative AI to simulate various accident scenarios for risk assessment. They need the simulations to be realistic and cover a wide range of situations, including rare and extreme cases. However, they also need to ensure the simulations are fair and do not discriminate against certain driver demographics. What is the most important factor to balance?

   • AThe speed of simulation versus the complexity of the model.
   • BThe diversity of the simulation scenarios versus the accuracy of the generative model.
   • CThe cost of simulation versus the number of scenarios generated.
   • DThe size of the training dataset versus the age of the data.
   Reveal Solution Discussion Select an answer first