A model trained on past arrests predicts future suspects. The key XAI requirement before deployment is:
- Maximum opacity
- No documentation
- Interpretability so decisions can be justified and audited
- Random outputs
Explanation
High-stakes models require interpretability for justification, audit, and fairness review.
Related MCQs
- k-fold cross-validation
- Single holdout only
- Manual guessing
- No validation
اس سوال کو وضاحت کے ساتھ پڑھیں
- Data poisoning
- Tokenization
- Pooling
- Padding
اس سوال کو وضاحت کے ساتھ پڑھیں
- AI-text detection/classifiers
- Image sharpening
- Disk cloning
- Path planning
اس سوال کو وضاحت کے ساتھ پڑھیں
- They map data into dense numeric vectors capturing meaning
- They delete data
- They are image filters
- They are encryption keys
اس سوال کو وضاحت کے ساتھ پڑھیں
- ANPR using computer vision + OCR
- Text summarization
- NLP sentiment analysis
- Audio clustering
اس سوال کو وضاحت کے ساتھ پڑھیں
