Question Bank • QB_SUB_GA_RC_004 MCQ • 1 Mark

Section 8: General Aptitude

Verbal Aptitude

Subtopic: Reading Comprehension

Question Statement:

Read the sentence: 'Although deep learning algorithms exhibit unmatched accuracy in classifying leaf blight symptoms, their opaque "black-box" decision architecture impedes trust among agricultural extension specialists.' The author's primary concern regarding deep learning models in agriculture is their:

Options:

  • (A) Inability to process high-resolution images
  • (B) Lack of interpretability and transparency in decision-making
  • (C) High power consumption in mobile phones
  • (D) Lower accuracy than visual scouting by eye

Answer Key:

B

Step-by-Step Solution & Explanation

'Opaque black-box decision architecture' refers directly to the lack of interpretability and transparency in neural network decisions.
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