AI & Machine LearningModel Robustness
The Wolf Detector That Saw Snow
AI may recognize the background instead of the object
An AI tells wolves from huskies almost perfectly. Then it calls a husky in the snow a wolf. What was it really looking at?
You'll find out
- How a program learns from photos
- Why a perfect score can fool you
- How researchers caught the trick
Why it matters
AI helps decide loans, scans and jobs. Knowing it can learn the wrong clue helps you question a confident answer.
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