Recent Advancements and Future Directions in AI AIE Practice Questions (Page 6)

Questions 26–30

1. 26application · medium

   A city government plans to use AI to optimize traffic light timing. They are concerned about public acceptance and want to ensure the system's decisions are understandable to citizens. Which consideration is most critical for this project?

   • AExplainability of the AI's decisions
   • BMaximizing the AI's processing speed
   • CReducing the number of sensors needed
   • DEnsuring the AI runs on a single centralized server
   Reveal Solution Discussion Select an answer first
2. 27foundation · easy

   Which of the following is a potential societal impact of widespread AI adoption?

   • AComplete removal of the need for human oversight in critical systems.
   • BUniform reduction of economic inequality across all regions.
   • CDisplacement of workers in certain industries due to automation of routine tasks.
   • DGuaranteed elimination of all human errors in decision-making.
   Reveal Solution Discussion Select an answer first
4. 28application · medium

   An international NGO wants to use AI to translate documents into multiple languages. They are concerned about preserving cultural nuances and avoiding biased translations. Which approach best addresses these concerns?

   • ARelying solely on machine translation for speed
   • BAutomatically publishing translations without review
   • CInvolving native speakers to review and refine AI translations
   • DUsing a single generic translation model for all languages
   Reveal Solution Discussion Select an answer first
5. 29expert · hard

   A city plans to use AI to optimize public bus routes. The AI will analyze ridership data, traffic patterns, and demographic information. The city must balance efficiency (reducing travel time) with equity (ensuring underserved neighborhoods still have access). Which approach best addresses this trade-off?

   • AKeep the current routes unchanged to avoid controversy.
   • BUse a multi-objective optimization model that includes both efficiency and equity metrics, with public input on weighting.
   • CUse a predictive model to forecast ridership and adjust routes automatically without public input.
   • DOptimize solely for the shortest average travel time across the city.
   Reveal Solution Discussion Select an answer first
6. 30foundation · easy

   What is a defining characteristic of generative AI models?

   • AThey optimize a reward function by interacting with an environment and learning from feedback.
   • BThey compress data into a lower-dimensional representation for efficient storage.
   • CThey create new content, such as images, text, or audio, that resembles the data they were trained on.
   • DThey classify input data into predefined categories with high accuracy.
   Reveal Solution Discussion Select an answer first