Free Salesforce-AI-Associate: Salesforce Certified AI Associate Exam (SU23) Exam Questions and Answers
Salesforce Certified AI Associate Exam (SU23) is part of Salesforce certification from Salesforce, through Trailhead Academy. Salesforce credentials are organised into role families — administrator, developer, consultant, architect, designer and marketer — with current exam codes in the Trailhead Academy form Plat-Admn-201, where the trailing number marks the band: 101 foundations, 201 core, 301 advanced, 401 architect.
Candidates comparing Salesforce-AI-Associate: Salesforce Certified AI Associate Exam (SU23) exam dumps, ExamTopics and other practice tests use this page for the answers and explanations behind each question. Download the free PDF, then sit the timed exam simulation before booking with Salesforce.
Last updated: October 13, 2026
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Question #1
Cloud Kicks wants to implement AI features on its 5aiesforce Platform but has concerns about potential ethical and privacy challenges. What should they consider doing to minimize potential AI bias?
Correct answer: B
Explanation
“Implementing Salesforce’s Trusted AI Principles is what Cloud Kicks should consider doing to minimize potential AI bias. Salesforce’s Trusted AI Principles are a set of guidelines and best practices for developing and using AI systems in a responsible and ethical way. The principles include Accountability, Fairness & Equality, Transparency & Explainability, Privacy & Security, Reliability & Safety, Inclusivity & Diversity, Empowerment & Education.”
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Question #2
Which type of bias imposes a system ‘s values on others?
Correct answer: A
Explanation
“Societal bias is the type of bias that imposes a system’s values on others. Societal bias is a 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.”
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Question #3
Which statement exemplifies Salesforces honesty guideline when training AI models?
Correct answer: B
Explanation
“Ensuring appropriate consent and transparency when using AI-generated responses is a statement that exemplifies Salesforce’s honesty guideline when training AI models. Salesforce’s honesty guideline is one of the Trusted AI Principles that states that AI systems should be designed and developed with respect for honesty and integrity in how they work and what they produce. Ensuring appropriate consent and transparency means respecting and honoring the choices and preferences of users regarding how their data is used or generated by AI systems. Ensuring appropriate consent and transparency also means providing clear and accurate information and documentation about the AI systems and their outputs.”
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Question #4
What is the key difference between generative and predictive AI?
Correct answer: A
Explanation
“The key difference between generative and predictive AI is that generative AI creates new content based on existing data and predictive AI analyzes existing data. Generative AI is a type of AI that can generate novel content such as images, text, music, or video based on existing data or inputs. Predictive AI is a type of AI that can analyze existing data or inputs and make predictions or recommendations based on patterns or trends.”
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Question #5
What is a key benefit of effective interaction between humans and AI systems?
Correct answer: A
Explanation
“A key benefit of effective interaction between humans and AI systems is that it leads to more informed and balanced decision making. Effective interaction means that humans and AI systems can communicate and collaborate with each other in a clear, natural, and respectful way. Effective interaction can help leverage the strengths and complement the weaknesses of both humans and AI systems. Effective interaction can also help increase trust, confidence, and satisfaction in using AI systems.”
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Question #6
Cloud Kicks is testing a new AI model. Which approach aligns with Salesforce's Trusted AI Principle of Incluslvity?
Correct answer: C
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.”
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Question #7
Cloud Kicks wants to ensure that multiple records for the same customer are removed in Salesforce. Which feature should be used to accomplish this?
Correct answer: A
Explanation
“Duplicate management should be used to remove multiple records for the same customer in Salesforce. Duplicate management is a feature that helps prevent and manage duplicate records in Salesforce. Duplicate management can help define matching rules, duplicate rules, and alert messages to detect and merge duplicate records.”
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Question #8
What is the main focus of the Accountability principle in Salesforce's Trusted AI Principles?
Correct answer: B
Explanation
“The main focus of the Accountability principle in Salesforce’s Trusted AI Principles is taking responsibility for one’s actions toward customers, partners, and society. Accountability means that AI systems should be designed and developed with respect for the impact and consequences of their actions on others. Accountability also means that AI developers and users should be aware of and adhere to the ethical, legal, and regulatory standards and expectations of their industry and domain.”
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Question #9
Cloud Kicks relies on data analysis to optimize its product recommendation; however, CK encounters a recurring Issue of Incomplete customer records, with missing contact Information and incomplete purchase histories. How will this incomplete data quality impact the company's operations?
Correct answer: A
Explanation
“The incomplete data quality will impact the company’s operations by hindering the accuracy of product recommendations. Incomplete data means that the data is missing some values or attributes that are relevant for the AI task. Incomplete data can affect the performance and reliability of AI models, as they may not have enough information to learn from or make accurate predictions. For example, incomplete customer records can affect the quality of product recommendations, as the AI model may not be able to capture the customers’ preferences, behavior, or needs.”
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Question #10
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?
Correct answer: B
Explanation
“Bots provide the best solution for a service leader who wants to use AI to help customers resolve their issues quicker in a guided self-serve application. Bots are a feature that uses natural language processing (NLP) and natural language understanding (NLU) to create conversational interfaces that can interact with customers using text or voice. Bots can help automate and streamline customer service processes by providing answers, suggestions, or actions based on the customer’s intent and context.”
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FAQ
Learn More: https://trailhead.salesforce.com/en/credentials/administratoroverview/
- Q1: What is the Salesforce-AI-Associate: Salesforce Certified AI Associate Exam (SU23) exam?
- A: Salesforce-AI-Associate: Salesforce Certified AI Associate Exam (SU23) is a Salesforce certification exam. Judging by the questions in our bank, it concentrates on kicks, bias, salesforce, einstein and trusted.
- Q2: What topics does the Salesforce-AI-Associate: Salesforce Certified AI Associate Exam (SU23) exam cover?
- A: Questions in our Salesforce-AI-Associate: Salesforce Certified AI Associate Exam (SU23) bank cluster around kicks, bias, salesforce, einstein, trusted, sales, ethical and dimension. Working through the full set is the quickest way to find which of these you are weakest on.
- Q3: How should I prepare for Salesforce-AI-Associate: Salesforce Certified AI Associate Exam (SU23)?
- A: Work through the Salesforce-AI-Associate: Salesforce Certified AI Associate Exam (SU23) practice questions here, checking your answer on each one, then sit the practice test to rehearse the exam under timed conditions before the real thing.
- Q4: Are these real Salesforce-AI-Associate: Salesforce Certified AI Associate Exam (SU23) exam questions?
- A: They are drawn from officially released past questions and from community members who have sat Salesforce-AI-Associate: Salesforce Certified AI Associate Exam (SU23). Answers are verified and updated weekly.
- Q5: Where do I register for the Salesforce-AI-Associate: Salesforce Certified AI Associate Exam (SU23) exam?
- A: Register through Salesforce directly. Exampractice is not affiliated with Salesforce and does not administer the exam.
- Q6: Is there a free Salesforce-AI-Associate: Salesforce Certified AI Associate Exam (SU23) sample?
- A: Yes. Every Salesforce-AI-Associate: Salesforce Certified AI Associate Exam (SU23) page shows a free sample of real questions. Upgrading opens the full bank and the practice test.
- Q7: What are Salesforce Certification Exams?
- A: Salesforce Certification Exams validate your expertise in using and managing Salesforce’s customer relationship management (CRM) platform. These certifications demonstrate your proficiency in deploying, configuring, and optimizing Salesforce applications to drive business growth and customer engagement.
- Q8: Why should I pursue Salesforce Certification?
- A: Salesforce Certification enhances your professional credibility, showcasing your skills and knowledge in Salesforce solutions. This can lead to better job opportunities, higher salaries, and career advancement in CRM, cloud computing, and IT management roles.
- Q9: What are the benefits of Salesforce Certification?
- A: Benefits include recognition as a certified Salesforce professional, improved job performance, access to exclusive resources, continuing education opportunities, and staying current with the latest Salesforce technologies and best practices.
- Q10: Who should take Salesforce Certification Exams?
- A: CRM administrators, developers, consultants, sales and marketing professionals, and anyone involved in managing and implementing Salesforce solutions should consider these certifications to validate their expertise and advance their careers.
- Q11: What types of Salesforce Certification Exams are available?
- A: Salesforce offers various certification paths, including:
- Q12: How do I prepare for Salesforce Certification Exams?
- A: Preparation can include official Salesforce training courses, study guides, practice exams, online tutorials, and hands-on experience with Salesforce products and solutions.
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- A: Salesforce Certification Exams can be taken online with remote proctoring or at authorized testing centers worldwide, providing flexibility to fit your schedule and location.
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- A: Salesforce Certifications significantly boost your career by demonstrating your expertise to employers, making you a more competitive candidate for advanced roles and promotions in CRM, cloud computing, and IT management.
- Q15: Are there any prerequisites for Salesforce Certification Exams?
- A: Some exams may have prerequisites, such as foundational knowledge or prior experience with Salesforce products. Check the specific requirements for each certification path on the Salesforce certification website.
- Q16: How often do I need to recertify for Salesforce Certifications?
- A: Salesforce Certifications typically require recertification annually to ensure that certified professionals stay updated with the latest Salesforce technologies and industry practices.