Recent Advancements and Future Directions in AI AIE Practice Questions (Page 5)

Questions 21–25

1. 21application · medium

   A government agency is considering using AI to automate visa application reviews. They must ensure fairness across applicants from different countries. Which action is most important to prevent bias?

   • AUsing a more complex model to capture all nuances
   • BKeeping the model's decisions confidential
   • CDeploying the model immediately to speed up processing
   • DAuditing the training data for representativeness and bias
   Reveal Solution Discussion Select an answer first
2. 22application · medium

   A software company is developing a coding assistant that suggests code snippets to developers. The assistant should understand context from the developer's comments and existing code. Which AI capability is most essential for this tool?

   • AComputer vision for reading code screenshots
   • BLarge language model with code understanding
   • CClassic search algorithms for code retrieval
   • DSpeech recognition for voice commands
   Reveal Solution Discussion Select an answer first
4. 23foundation · easy

   Which of the following best describes a large language model (LLM) such as GPT-4?

   • AA model that generates human-like text by predicting the next word based on patterns learned from vast amounts of text data.
   • BA model that primarily classifies images into predefined categories using convolutional neural networks.
   • CA model that recommends products by analyzing user purchase history and collaborative filtering.
   • DA model that translates spoken language into text in real time using acoustic and language models.
   Reveal Solution Discussion Select an answer first
5. 24expert · hard

   An autonomous vehicle company is testing its cars in a new city. The vehicles must handle local traffic patterns and unexpected pedestrian behavior. The company has a limited budget for data collection and wants to ensure safety. Which strategy is most effective?

   • ADeploy the vehicles immediately and learn from failures
   • BUse simulation to generate diverse scenarios and supplement with limited real-world data
   • CRely solely on real-world testing to ensure accuracy
   • DUse a rule-based system with no learning capability
   Reveal Solution Discussion Select an answer first
6. 25foundation · easy

   What is a major economic implication of the rapid evolution of AI?

   • AIncreased productivity in sectors that effectively integrate AI tools.
   • BImmediate replacement of all human workers in every industry.
   • CAutomatic elimination of all business operational costs.
   • DGuaranteed equal economic growth across all countries.
   Reveal Solution Discussion Select an answer first