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Salesforce Certified AI Associate Exam Sample Questions (Q104-Q109):

NEW QUESTION # 104
How does data quality impact the trustworthiness of Al-driven decisions?

A. High-quality data improves the reliability and credibility of Al-driven decisions, fostering trust among users.
B. Low-quality data reduces the risk of overfitting the model, improving the trustworthiness of the predictions.
C. The use of both low-quality and high-quality data can improve the accuracy and reliability of AI-driven decisions.

Answer: A

NEW QUESTION # 105
Which type of bias imposes a system 's values on others?

A. Automation
B. Societal
C. Association

Answer: B

Explanation:
"Societal bias is the type of bias that imposes a system's values on others. Societal bias isa type of bias that reflects the assumptions, norms, or values of a specific society or culture. Societal bias can affect the fairness and ethics of AI systems, as they may affect how different groups or domains are perceived, treated, or represented by AI systems. For example, societal bias can occur when AI systems impose a system's values on others, such as using Western standards of beauty or success to judge or rank people from other cultures."

NEW QUESTION # 106
Cloud Kicks is testing a new AI model.
Which approach aligns with Salesforce's Trusted AI Principle of Incluslvity?

A. Test with diverse and representative datasets appropriate for how the model will be used.
B. Test only with data from a specific region or demographic to limit the risk of data leaks.
C. Rely on a development team with uniform backgrounds to assess the potential societal implications of the model.

Answer: A

Explanation:
"Testing with diverse and representative datasets appropriate for how the model will be used aligns with Salesforce's Trusted AI Principle of Inclusivity. Inclusivity means that AI systems should be designed and developed with respect for diversity and inclusion of different perspectives, backgrounds, and experiences.
Testing with diverse and representative datasets can help ensure that the models are fair, unbiased, and representative of the target population or domain."

NEW QUESTION # 107
How is natural language processing (NLP) used in the context of AI capabilities?

A. To understand and generate human language
B. To interpret and understand programming language
C. To cleanse and prepare data for AI implementations

Answer: A

Explanation:
Explanation
"Natural language processing (NLP) is used in the context of AI capabilities to understand and generate human language. NLP can enable AI systems to interact with humans using natural language, such as speech or text. NLP can also enable AI systems to analyze and extract information from natural language data, such as documents, emails, or social media posts."

NEW QUESTION # 108
A marketing manager wants to use AI to better engage their customers.
Which functionality provides the best solution?

A. Journey Optimization
B. Einstein Engagement
C. Bring Your Own Model

Answer: B

Explanation:
"EinsteinEngagement provides the best solution for a marketing manager who wants to use AI to better engage their customers. Einstein Engagement is a feature that uses AI to optimize email marketing campaigns by providing insights and recommendations on the best time, frequency, content, and subject lines to send emails to each customer. Einstein Engagement can help increase customer engagement, retention, and loyalty by delivering personalized and relevant messages."

NEW QUESTION # 109
......

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Tony Allen Tony Allen

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