4.3 Describe the Importance of Responsible AI in Business. GENERATIVE-AI-LEADER Practice Questions (Page 1)

Questions 1–5

1. 1application · medium

   A social media company is building a generative AI feature that suggests posts to users. The feature uses user data, including private messages, to personalize suggestions. A data protection officer is concerned about unauthorized access. What is the most direct privacy risk?

   • AThe AI system might use too much storage
   • BData leakage if the AI system is compromised
   • CThe AI system might be too slow
   • DThe AI system might generate offensive content
   Reveal Solution Discussion Select an answer first
2. 2foundation · medium

   How can poor data quality affect AI model performance?

   • AIt can lead to biased or inaccurate model predictions.
   • BIt only affects the speed of training, not the accuracy.
   • CIt has no effect on model performance if the model is large enough.
   • DIt only affects models that use unstructured data.
   Reveal Solution Discussion Select an answer first
4. 3application · medium

   A healthcare provider is deploying a generative AI system that drafts patient discharge summaries. The provider’s legal team is concerned about regulatory compliance and patient trust. The AI vendor offers a model with no documentation about how it generates content. Which action best addresses the provider’s concerns?

   • AAsk the vendor to sign a liability waiver that transfers all legal responsibility to the provider
   • BDeploy the model immediately to improve efficiency, then address concerns after seeing real-world outcomes
   • CUse the model only for internal draft generation and rely on clinicians to review all outputs
   • DRequire the vendor to provide model documentation and establish a governance committee to oversee AI use
   Reveal Solution Discussion Select an answer first
5. 4application · medium

   A research institute is using a public generative AI service to analyze patient records for a study. They replace patient names with random IDs but keep birthdates and zip codes. A privacy officer says this is insufficient. Why?

   • AThe data is anonymized, but the AI service may still leak it
   • BThe data is encrypted, but the encryption key is weak
   • CThe data is pseudonymized, not anonymized, and can be re-identified
   • DThe data is aggregated, but aggregation is not allowed
   Reveal Solution Discussion Select an answer first
6. 5foundation · medium

   Why is a clear accountability structure important for AI systems?

   • AIt eliminates the need for monitoring the AI system.
   • BIt guarantees that the AI system will be profitable.
   • CIt ensures that someone is responsible for the AI's outcomes and can address issues.
   • DIt ensures that the AI system is always correct.
   Reveal Solution Discussion Select an answer first