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CT-AI · Question #40
CT-AI Question #40: Real Exam Question with Answer & Explanation
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Question
A beer company is trying to understand how much recognition its logo has in the market. It plans to do that by monitoring images on various social media platforms using a pre-trained neural network for logo detection. This particular model has been trained by looking for words, as well as matching colors on social media images. The company logo has a big word across the middle with a bold blue and magenta border. Which associated risk is most likely to occur when using this pre-trained model?
Options
- AThere is no risk, as the model has already been trained
- BInsufficient function; the model was not trained to check for colors or words
- CImproper data preparation
- DInherited bias: the model could have inherited unknown defects
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