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AIF-C01 · Question #58
A company has installed a security camera. The company uses an ML model to evaluate the security camera footage for potential thefts. The company has discovered that the model disproportionately flags
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Submitted by ngozi_ng· Mar 30, 2026Guidelines for Responsible AI
Question
A company has installed a security camera. The company uses an ML model to evaluate the security camera footage for potential thefts. The company has discovered that the model disproportionately flags people who are members of a specific ethnic group. Which type of bias is affecting the model output?
Options
- AMeasurement bias
- BSampling bias
- CObserver bias
- DConfirmation bias
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Topics
#sampling bias#model fairness#bias types#computer vision