3.1 Explain Responsible AI Principles (fairness, Transparency, Accountability, Bias Mitigation, Safety) AI-TECHNICAL-PRACTITIONER Practice Questions (Page 5)

Questions 21–24

1. 21application · medium

   A financial institution uses a complex AI model for credit scoring. Regulators ask for an explanation of why a particular applicant was denied credit. Which approach best satisfies the transparency requirement?

   • ARefer the applicant to the model's overall accuracy rate.
   • BProvide the applicant with the specific factors that most influenced the decision, using model explanation techniques.
   • CState that the decision was made by an AI model and provide no further details.
   • DShare the entire model's code with the applicant.
   Reveal Solution Discussion Select an answer first
2. 22foundation · easy

   Which of the following is a safety consideration in AI?

   • AEnsuring the model is deployed on powerful hardware
   • BEnsuring the model has a user-friendly interface
   • CEnsuring the model is trained on the most recent data
   • DEnsuring the model performs well on unseen data
   Reveal Solution Discussion Select an answer first
4. 23application · medium

   A government agency is deploying an AI system to allocate public resources. The agency wants to ensure the system is aligned with responsible AI principles. Which action is most important?

   • AKeep the AI system's decision-making process confidential to protect intellectual property.
   • BUse the AI system to make all decisions automatically without human intervention.
   • CChoose the AI model with the highest possible accuracy.
   • DEstablish a governance framework that defines roles, responsibilities, and oversight mechanisms.
   Reveal Solution Discussion Select an answer first
5. 24application · medium

   A telecom company is developing an AI assistant for customer support. The company wants to align with responsible AI principles. Which initiative best demonstrates the overarching goal of responsible AI?

   • AUse the AI assistant to replace all human agents to reduce costs.
   • BEnsure the AI assistant provides accurate responses and is transparent about its limitations.
   • CMaximize the AI assistant's response speed to improve customer satisfaction.
   • DCollect as much customer data as possible to improve the AI assistant's performance.
   Reveal Solution Discussion Select an answer first