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Sticky Note
Which statement about 'explainability vs accuracy' in high-stakes AI is MOST correct?
  1. Accuracy is irrelevant in law
  2. Explainability always lowers accuracy to zero
  3. Highly accurate complex models may be hard to explain, creating accountability tension
  4. They are identical
Explanation

Complex high-accuracy models can be opaque, creating an explainability-accountability tension.

Related MCQs

  1. k-fold cross-validation
  2. Single holdout only
  3. Manual guessing
  4. No validation
اس سوال کو وضاحت کے ساتھ پڑھیں

  1. Data poisoning
  2. Tokenization
  3. Pooling
  4. Padding
اس سوال کو وضاحت کے ساتھ پڑھیں

  1. AI-text detection/classifiers
  2. Image sharpening
  3. Disk cloning
  4. Path planning
اس سوال کو وضاحت کے ساتھ پڑھیں

  1. They map data into dense numeric vectors capturing meaning
  2. They delete data
  3. They are image filters
  4. They are encryption keys
اس سوال کو وضاحت کے ساتھ پڑھیں

  1. ANPR using computer vision + OCR
  2. Text summarization
  3. NLP sentiment analysis
  4. Audio clustering
اس سوال کو وضاحت کے ساتھ پڑھیں

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