Recent Advancements and Future Directions in AI AIE Practice Questions (Page 2)

Questions 6–10

1. 6expert · hard

   A tech company is developing an AI assistant that helps users manage their calendars and emails. The assistant must be highly personalized but also respect user privacy. The company wants to avoid storing sensitive data in the cloud. Which approach best meets these conflicting requirements?

   • AAnonymize data before sending to the cloud, but send all data for processing.
   • BUse a large cloud-based model that stores all user data to maximize personalization.
   • CRun a small on-device language model that processes data locally, with optional cloud backup for non-sensitive preferences.
   • DAvoid any personalization to eliminate privacy risks.
   Reveal Solution Discussion Select an answer first
2. 7application · medium

   A manufacturing company deploys AI-powered robots to inspect products on an assembly line. The robots identify defects faster than humans. What is the most likely economic impact?

   • ANo change in operational costs because robots require similar maintenance.
   • BImmediate reduction in the need for all factory workers.
   • CGuaranteed elimination of all product defects.
   • DIncreased productivity and reduced inspection costs, but potential job displacement for human inspectors.
   Reveal Solution Discussion Select an answer first
4. 8expert · hard

   A multinational corporation wants to implement an AI system to screen job applications. The system must reduce unconscious bias and comply with various countries' labor laws. The company also wants to maintain a diverse workforce. Which approach best addresses these conflicting requirements?

   • AIgnore demographic data entirely to ensure fairness.
   • BUse a model trained on historical hiring data without any modifications.
   • CUse a fairness-aware machine learning model with regular bias audits and human oversight in final hiring decisions.
   • DUse a fully automated AI that selects candidates without human involvement to ensure consistency.
   Reveal Solution Discussion Select an answer first
5. 9application · medium

   A robotics company is developing an AI assistant that helps warehouse workers pick and pack orders. The assistant learns from worker feedback and improves its suggestions over time. Which future AI direction does this represent?

   • AFully autonomous system that replaces human workers.
   • BArtificial general intelligence that can reason about any domain.
   • CEthical AI framework that defines principles for AI development.
   • DHuman-AI collaboration where the AI augments human capabilities and adapts through feedback.
   Reveal Solution Discussion Select an answer first
6. 10application · medium

   A media company uses generative AI to produce news articles. They notice that the AI sometimes produces plausible but false information. What is the most effective way to mitigate this risk?

   • APublish AI-generated articles without review to beat competitors.
   • BIncrease the temperature setting of the model to make outputs more creative.
   • CUse a larger language model to reduce hallucinations automatically.
   • DImplement a fact-checking process that verifies AI-generated content against trusted sources before publication.
   Reveal Solution Discussion Select an answer first