Set 5: Cross-Text Connections
Explanation
PASSAGE
Text 1 Artificial Intelligence (AI) uses neural networks trained on vast datasets to recognize patterns. It can now diagnose diseases with greater accuracy than human doctors. Text 2 A major issue is the 'black box' problem. Neural networks are often so complex that even their creators cannot explain *how* the AI arrived at a specific diagnosis. This lack of interpretability is a barrier to trust in clinical settings.
What is the trade-off described between performance and transparency?
Detailed Explanation
Text 1: High accuracy. Text 2: Black box/Cannot explain how (No transparency). Trade-off: Accuracy vs Explainability.
Key Evidence:
• "greater accuracy"
• "cannot explain *how*"
• "lack of interpretability"
Why others are wrong: B (Accuracy mentioned.), C (Barrier to trust.), D (Diagnoses.).