AI Design, Development/Procurement, and Documentation AAIR Practice Questions (Page 4)

Questions 16–20

1. 16application · medium

   A city government is designing an AI system to allocate public housing resources. The design team includes data scientists and engineers, but no representatives from the communities that will be affected. The project lead is concerned about transparency and fairness. What should the project lead do to address this concern?

   • ARely on the data scientists to make unbiased decisions based on data.
   • BHire an external consultant to review the system after it is built.
   • CProceed with the current team and conduct a public survey after deployment.
   • DInclude community representatives in the design process to provide input on fairness and potential impacts.
   Reveal Solution Discussion Select an answer first
2. 17foundation · easy

   Which communication approach is most effective for keeping stakeholders informed about procurement decisions for an AI system?

   • AUsing technical jargon without explanation
   • BSharing information only on a need-to-know basis
   • CRegular status updates and decision briefings
   • DCommunicating only after the system is deployed
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4. 18application · medium

   During the development of a natural language processing (NLP) model for customer service, the testing team discovers that the model performs well on the overall test set but shows significantly lower accuracy for non-native English speakers. The project manager wants to ensure the model operates as intended for all user groups. What should the development team do?

   • ADeploy the model and monitor for complaints from non-native speakers.
   • BAccept the overall test accuracy as sufficient and proceed to deployment.
   • CReduce the model's complexity to improve generalization across all groups.
   • DConduct subgroup performance analysis and retrain the model with additional data from underperforming groups.
   Reveal Solution Discussion Select an answer first
5. 19application · medium

   An organization is deploying an AI system that makes hiring recommendations. The legal department requires that the organization be able to explain to regulators how the system makes decisions and how it was tested for bias. What documentation is ESSENTIAL to meet this requirement?

   • AA marketing brochure describing the system's benefits.
   • BA user manual for hiring managers.
   • CA list of the development team members and their roles.
   • DA detailed design specification and a bias testing report.
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6. 20application · medium

   A manufacturing company is procuring an AI-based quality inspection system. The vendor offers a lower upfront cost but requires a long-term contract with limited exit clauses. The company's procurement policy requires flexibility to switch vendors if performance does not meet expectations. What is the MOST important procurement risk to evaluate?

   • AThe contractual terms regarding termination and data portability.
   • BThe vendor's experience in the manufacturing industry.
   • CThe system's detection accuracy on the company's specific products.
   • DThe vendor's customer support response time.
   Reveal Solution Discussion Select an answer first