Guidelines for Responsible AI II
Equip yourself with the necessary understanding to confidently tackle exam questions by reviewing assessment questions and explanations against all options.
We'll cover the following...
Question 52
Match the following.
A hospital uses an AI model to recommend treatments for critical illnesses, and doctors need to understand how the decisions are made.
Model Explainability
A financial institution uses an AI-powered fraud detection system to comply with regulatory audits that require detailed logging of all decisions.
Model Transparency
An e-commerce platform uses an AI model to recommend products, and customers only need to trust the recommendations without needing detailed reasoning.
Model Trust
A government agency uses AI to allocate public resources and must ensure that the decision-making process is open and accessible to the public.
Question 53
Which statement best explains the tradeoff between transparency and safety in AI models?
A. Transparency is always prioritized over safety because users must understand every decision made by the AI model, regardless of the risks.
B. Safety is prioritized over transparency in sensitive applications where exposing too much information about the model could lead to vulnerabilities or exploitation.
C. Balancing transparency and safety involves providing enough insight to build trust without compromising sensitive data or the model’s security.
D. Neither transparency nor safety is critical for AI models, as performance and accuracy are the only factors ...