Amazon Web Services AWS Certified AI Practitioner Exam AIF-C01 Question # 36 Topic 4 Discussion
AIF-C01 Exam Topic 4 Question 36 Discussion:
Question #: 36
Topic #: 4
A financial company uses a generative AI model to assign credit limits to new customers. The company wants to make the decision-making process of the model more transparent to its customers.
A.
Use a rule-based system instead of an ML model
B.
Apply explainable AI techniques to show customers which factors influenced the model ' s decision
C.
Develop an interactive UI for customers and provide clear technical explanations about the system
D.
Increase the accuracy of the model to reduce the need for transparency
Explainable AI (XAI) techniques such as SHAP (SHapley values) or feature attribution provide transparency by showing which input factors influenced decisions.
A is not scalable for complex use cases.
C does not guarantee real interpretability.
D ignores the regulatory need for explainability.
???? Reference:
AWS SageMaker Clarify – Explainable AI
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