Set 5: Cross-Text Connections (Advanced)
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 Answer Explanation
This question asks you to compare perspectives from two passages. Text 1: High accuracy. Text 2: Black box/Cannot explain how (No transparency). Trade-off: Accuracy vs Explainability. Understanding how the authors relate to each other's views is essential. Identify whether they agree, disagree, or address different aspects of the topic. Focus on their specific claims and conclusions. When comparing texts, first identify each author's thesis or main argument. Then determine how these positions interact: do they complement each other, contradict each other, or address different aspects of the same issue? The relationship between texts reveals deeper meaning.
Key Evidence:
• "greater accuracy"
• "cannot explain *how*"
• "lack of interpretability"
Why others are wrong: A (Diagnoses.), B (Accuracy mentioned.), D (Barrier to trust.).