ai-901 Practice Question 1878
Exam: ai-901
Domain: Describe Artificial Intelligence workloads and considerations
Topic: Identify features of common AI workloads
Difficulty: medium
A healthcare provider is developing an AI system to analyze patient medical records to predict potential health risks. Which AI workload should they use, and what feature should they implement to ensure the system adheres to responsible AI principles while maintaining high predictive accuracy?
Answer Options
A
Computer Vision, focusing on image analysis of patient scans
B
Natural Language Processing (NLP), implementing explainable AI techniques
C
Generative AI, using GANs to generate patient medical records
D
Responsible AI principles, ensuring fairness and transparency in the model
Correct Answer
B: Natural Language Processing (NLP), implementing explainable AI techniques
Explanation
The correct answer is B. NLP is the most appropriate AI workload for analyzing unstructured text data like medical records. The feature that should be implemented to ensure responsible AI principles is the use of explainable AI (XAI) techniques, such as SHAP or LIME, to provide insights into how the model makes predictions. Option A (Computer Vision) is incorrect because it deals with visual data rather than text. Option C (Generative AI) is incorrect because it focuses on generating new data rather than analyzing existing data. Option D (Responsible AI principles alone) is not specific enough; while important, it needs to be combined with technical features like XAI to be effective.