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Exam Certified AI Associate topic 1 question 65 discussion

Actual exam question from Salesforce's Certified AI Associate
Question #: 65
Topic #: 1
[All Certified AI Associate Questions]

Cloud Kicks implements a new product recommendation feature for its shoppers that recommends shoes of a given color to display to customers based on the color of the products from their purchase history.

Which type of bias is most likely to be encountered in this scenario?

  • A. Survivorship
  • B. Societal
  • C. Confirmation
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Suggested Answer: C 🗳️

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csew
3 weeks, 2 days ago
Selected Answer: C
Confirmation bias labels data based on preconceived ideas. The recommendations you see when you shop online reflect your purchasing habits, but the data influencing those purchases already reflect what people see and choose to buy in the first place. You can see how recommendation systems reinforce stereotypes. If superheroes don’t appear on a website’s ‘toys for girls” section, a shopper is unlikely to know they’re elsewhere on the site, much less purchase them.
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uchiken
4 months, 1 week ago
Selected Answer: A
A. Survivorship
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