Salesforce Salesforce-AI-Associate Actual Free Exam Questions & Community Discussion

Exam Code/Number: Salesforce-AI-Associate
Exam Name/Title: Salesforce Certified AI Associate Exam
Certification Provider: Salesforce
Corresponding Certification: AI Associate

Exam Questions: 107
Updated On: Jun 02, 2026

Question #41

What role does data quality play in the ethical us of AI applications?

A. Low-quality data reduces the risk of unintended bias as the data is not overfitted to demographic groups.

B. High-quality data is essential for ensuring unbased and for fair AI decisions, promoting ethical use, and preventing discrimi...

C. High-quality data ensures the process of demographic attributes requires for personalized campaigns.

Discussion 0

Correct Answer: B Vote an answer

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Question #42

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. Societal

B. Confirmation

C. Survivorship

Discussion 0

Correct Answer: B Vote an answer

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Question #43

What are the three commonly used examples of AI in CRM?

A. Predictive scoring, forecasting, recommendations

B. Predictive scoring, reporting, Image classification

C. Einstein Bots, face recognition, recommendations

Discussion 0

Correct Answer: A Vote an answer

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Question #44

What is an example of ethical debt?

A. Violating a data privacy law and falling to pay fines

B. Launching an AI feature after discovering a harmful bias

C. Delaying an AI product launch to retrain an AI data model

Discussion 0

Correct Answer: B Vote an answer

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Question #45

Cloud Kicks wants to create a custom service analytics application to analyze cases in Salesforce. The application should rely on accurate data to ensure efficient case resolution.
Which data quality dimension Is essential for this custom application?

A. Duplication

B. Consistency

C. Age

Discussion 0

Correct Answer: B Vote an answer

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Question #46

Salesforce defines bias as using a person's Immutable traits to classify them or market to them.
Which potentially sensitive attribute is an example of an immutable trait?

A. Nickname

B. Financial status

C. Email address

Discussion 0

Correct Answer: B Vote an answer

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Question #47

What are predictive analytics, machine learning, natural language processing (NLP), and computer vision?

A. Different types of automation tools used in Salesforce

B. Different types of AI that can be applied in Salesforce

C. Different types of data models used in Salesforce

Discussion 0

Correct Answer: B Vote an answer

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Question #48

Which Einstein capability uses emails to create content for Knowledge articles?

A. Discover

B. Predict

C. Generate

Discussion 0

Correct Answer: C Vote an answer

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