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An AI system confidently classifies a blurry image incorrectly. What is a likely error in the AI's process?

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AI for Everyone - How AI Models Actually Work
An AI system confidently classifies a blurry image incorrectly. What is a likely error in the AI's process?
AThe AI ignores image quality and guesses randomly
BThe AI always guesses correctly regardless of image quality
CThe AI was not trained on blurry images, causing misclassification
DThe AI cannot process images at all
Step-by-Step Solution
Solution:

  1. Step 1: Identify training data limitations

    AI trained on clear images may fail on blurry ones due to lack of similar examples.

  2. Step 2: Exclude false statements

    AI does not always guess correctly, does not guess randomly ignoring quality, and can process images.

  3. Final Answer:

    The AI was not trained on blurry images, causing misclassification -> Option C

  4. Quick Check:

    Training data variety affects AI performance [OK]
Quick Trick: AI needs diverse data to handle all cases [OK]
Common Mistakes:
  • Assuming AI guesses randomly
  • Believing AI ignores image quality
  • Thinking AI cannot process images

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