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Latest Salesforce AI Associate Exam Questions and Answers, 2025 Update | SPOTO

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Question #1
Which type of bias results from data being labeled according to stereotypes?
A. Association
B. Societalcorrect
C. Interaction
View answer
Correct Answer: B
Question #2
Cloud Kicks wants to optimize its business operations by incorporating AI into its CRM. What should the company do first to prepare its data for use with AI?
A. Remove biased data
B. Determine data availability
C. Determine data outcomes
View answer
Correct Answer: B
Question #3
What are the key components of the data quality standard?
A. Accuracy, Completeness, Consistency
B. Reviewing, Updating, Archiving
C. Naming, Formatting, Monitoring
View answer
Correct Answer: A
Question #4
A marketing manager wants to use AI to better engage their customers. Which functionality provides the best solution?
A. Journey Optimization
B. Bring Your Own Model
C. Einstein Engagementcorrect
View answer
Correct Answer: C
Question #5
What are predictive analytics, machine learning, natural language processing (NLP), and computer vision?
A. Different types of data models used in Salesforce
B. Different types of automation tools used in Salesforce
C. Different types of AI that can be applied in Salesforce
View answer
Correct Answer: C
Question #6
Cloud Kicks wants to optimize its business operations by incorporating AI into its CRM. What should the company do first to prepare its data for use with AI?
A. Remove biased data
B. Determine data availability
C. Determine data outcomes
View answer
Correct Answer: B
Question #7
Which best describes the different between predictive AI and generative AI?
A. Predictive new and original output for a given input
B. Predictive AI and generative have the same capabilities differ in the type of input they receive: predictive AI receives raw data whereas generation AI receives natural language
C. Predictive AI uses machine learning to classes or predict output from its input data whereas generative AI does not use machine learning to generate its output
View answer
Correct Answer: A
Question #8
What is a potential outcome of using poor-quality data in AI application?
A. AI model training becomes slower and less efficient
B. AI models may produce biased or erroneous results
C. AI models become more interpretable
View answer
Correct Answer: B
Question #9
What is the best method to safeguard customer data privacy?
A. Automatically anonymize all customer data
B. Track customer data consent preferences
C. Archive customer data on a recurring schedule
View answer
Correct Answer: B
Question #10
How is natural language processing (NLP) used in the context of AI capabilities?
A. To cleanse and prepare data for AI implementations
B. To interpret and understand programming language
C. To understand and generate human language
View answer
Correct Answer: C
Question #11
Why is data quality crucial for AI-driven predictions in Salesforce?
A. It ensures faster system performance
B. It guarantees data privacy
C. It improves the accuracy of predictions
D. It reduces the cost of data storage
View answer
Correct Answer: C
Question #12
A marketing manager wants to use AI to better engage their customers.Which functionality provides the best solution?
A. Journey Optimization
B. Bring Your Own Model
C. Einstein Engagement
View answer
Correct Answer: C
Question #13
Cloud Kicks wants to ensure that multiple records for the same customer are removed in Salesforce.Which feature should be used to accomplish this?
A. Duplicate management
B. Trigger deletion of old records
C. Standardized field names
View answer
Correct Answer: A
Question #14
What Is a benefit of data quality and transparency as it pertains to bias in generated AI?
A. Chances of bIas and mitigated
B. Chances of bias are aggravated
C. Chances of bias are remove
View answer
Correct Answer: A
Question #15
What is a benefit of a diverse, balanced, and large dataset?
A. Training time
B. Data privacy
C. Model accuracycorrect
View answer
Correct Answer: C
Question #16
A data quality expert at Cloud Kicks want to ensure that each new contact contains at least an email address ...Which feature should they use to accomplish this?
A. Autofill
B. Duplicate matching rule
C. Validation rule
View answer
Correct Answer: C
Question #17
What is the key difference between generative and predictive AI?
A. Generative AI creates new content based on existing data and predictive AI analyzes existing data
B. Generative AI finds content similar to existing data and predictive AI analyzes existing data
C. Generative AI analyzes existing data and predictive AI creates new content based on existing data
View answer
Correct Answer: A
Question #18
How is natural language processing (NLP) used in the context of AI capabilities?
A. To cleanse and prepare data for AI implementations
B. To interpret and understand programming language
C. To understand and generate human languagecorrect
View answer
Correct Answer: C
Question #19
What is the key difference between generative and predictive AI?
A. Generative AI creates new content based on existing data and predictive AI analyzes existing data
B. Generative AI finds content similar to existing data and predictive AI analyzes existing data
C. Generative AI analyzes existing data and predictive AI creates new content based on existing data
View answer
Correct Answer: A
Question #20
What are some of the ethical challenges associated with AI development?
A. Potential for human bias in machine learning algorithms and the lack of transparency in AI decision-making processescorrect
B. Implicit transparency of AI systems, which makes It easy for users to understand and trust their decisions
C. Inherent neutrality of AI systems, which eliminates any potential for human bias in decision-making
View answer
Correct Answer: A
Question #21
What is a key benefit of effective interaction between humans and AI systems?
A. Leads to more informed and balanced decision making
B. Alerts humans to the presence of biased data
C. Reduces the need for human involvement
View answer
Correct Answer: A
Question #22
What should organizations do to ensure data quality for their AI initiatives?
A. Collect and curate high-quality data from reliable sources
B. Rely on AI algorithms to automatically handle data quality issues
C. Prioritize model fine-tuning over data quality improvements
View answer
Correct Answer: A
Question #23
What is a benefit of a diverse, balanced, and large dataset?
A. Training time
B. Data privacy
C. Model accuracycorrect
View answer
Correct Answer: C
Question #24
Which AI tool is a web of connections, guided by weights and biases?
A. Neural networks
B. Predictive Analytics
C. Rules- based systems
D. Mark this item for later review,
View answer
Correct Answer: A
Question #25
A service leader wants use AI to help customer resolve their issues quicker in a guided self-serve application.Which Einstein functionality provides the best solution?
A. Case Classification
B. Bots
C. Recommendation
View answer
Correct Answer: B
Question #26
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. Confirmationcorrect
B. Survivorship
C. Societal
View answer
Correct Answer: A
Question #27
Which type of bias results from data being labeled according to stereotypes?
A. Association
B. Societal
C. Interaction
View answer
Correct Answer: B
Question #28
An administrator at Cloud Kicks wants to ensure that a field is set up on the customer record so their preferred name can be captured.Which Salesforce field type should the administrator use to accomplish this?
A. Multi-Select Picklist
B. Text
C. Rich Text Area
View answer
Correct Answer: B
Question #29
A Salesforce administrator creates a new field to capture an order's destination country. Which field type should they use to ensure data quality?
A. Text
B. Picklistcorrect
C. Number
View answer
Correct Answer: B
Question #30
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. Confirmationcorrect
B. Survivorship
C. Societal
View answer
Correct Answer: A

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