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Salesforce Salesforce-AI-Specialist 認定試験の出題範囲：

Salesforce Certified AI Specialist Exam 認定 Salesforce-AI-Specialist 試験問題 (Q23-Q28):

質問 # 23
Leadership needs to populate a dynamic form field with a summary or description created by a large language model (LLM) to facilitate more productive conversations with customers. Leadership also wants to keep a human in the loop to be considered in their AI strategy.
Which prompt template type should the AI Specialist recommend?

• A. Record Summary
• B. Field Generation
• C. Sales Email

正解：B

解説：
The correct answer isField Generationbecause this template type is designed to dynamically populate form fields with content generated by a large language model (LLM). In this scenario, leadership wants a dynamic form field that contains a summary or description generated by AI to aid customer interactions. Additionally, they want to keep a human in the loop, meaning the generated content will likely be reviewed or edited by a person before it's finalized, which aligns with theField Generationprompt template.
* Field Generation: This prompt type allows you to generate content for specific fields in Salesforce, leveraging large language models to create dynamic and contextual information. It ensures that AI content is available within the record where needed, but it allows human oversight or review, supporting the "human-in-the-loop" strategy.
* Sales Email: This prompt type is mainly used for generating email content for outreach or responses, which doesn't align directly with populating fields in a form.
* Record Summary: While this option might seem close, it is typically used to summarize entire records for high-level insights rather than filling specific fields with dynamic content based on AI generation.
Salesforce AI Specialist References:
* You can explore more about these prompt templates and AI capabilities through Salesforce documentation and official resources on Prompt Builder:https://help.salesforce.com/s/articleView?id=sf.
prompt_builder_templates_overview.htm

質問 # 24
Universal Containers (UC) has a mature Salesforce org with a lot of data in cases and Knowledge articles. UC is concerned that there are many legacy fields, with data that might not beapplicable for Einstein AI todraft accurate email responses.
Which solution should UC use to ensure Einstein AI can draft responsesfrom a defined data source?

• A. Service Replies
• B. Work Summaries
• C. Service AI Grounding

正解：C

解説：
Service AI Groundingis the solution thatUniversal Containersshould use to ensureEinstein AIdrafts responses based on a well-defined data source. Service AI Grounding allows the AI model to be anchored in specific, relevant data sources, ensuring that any AI-generated responses (e.g., email replies) are accurate, relevant, and drawn from up-to-date information, such asKnowledge articlesorcases.
Given that UC has legacy fields and outdated data, Service AI Grounding ensures that only the valid and applicable data is used by Einstein AI to craft responses. This helps improve the relevance of responses and avoids inaccuracies caused by outdated or irrelevant fields.
Work SummariesandService Repliesare useful features but do not address the need for grounding AI outputs in specific, current data sources likeService AI Groundingdoes.
For more details, you can refer to Salesforce'sService AI Grounding documentationfor managing AI- generated content based on accurate data sources.

質問 # 25
Universal Containers (UC) is experimenting with using public Generative AI models and is familiar with the language required to get the information it needs. However, it can be timeconsuming for both UC's salesand service reps to type in the prompt to get the information they need, and ensure prompt consistency.
Which Salesforce feature should a Salesforce AI Specialist recommend to address these concerns?

• A. Einstein Recommendation Builder
• B. Einstein Prompt Builder and Prompt Templates
• C. Einstein Copilot Action: Query Records

正解：B

解説：
ForUniversal Containers (UC), to reduce the time and ensure prompt consistency when using public generative AI models, the recommended feature isEinstein Prompt Builder and Prompt Templates. This feature allows teams to createreusable and consistent promptsfor generative AI tasks, ensuring that all users receive uniform responses without having to type in detailed prompts manually every time.
* Einstein Prompt Buildersimplifies the creation of prompts, andPrompt Templatesstandardize the inputs, saving time for sales and service reps.
* Option A (Einstein Recommendation Builder)is more focused on recommendations, not prompt standardization.
* Option B (Einstein Copilot Action: Query Records)is for querying records, not generating AI-driven prompts.
References:
* Salesforce Prompt Builder Overview:https://help.salesforce.com/s/articleView?id=sf.
prompt_builder_overview.htm

質問 # 26
An AI Specialist is creating a custom action in Einstein Copilot.
Which option is available for the AI Specialist to choose for the custom copilot action?

• A. Flows
• B. SOQL
• C. Apex trigger

正解：A

解説：
When creating acustom actionin Einstein Copilot, one of the available options is to useFlows. Flows are a powerful automation tool in Salesforce, allowing the AI Specialist to define custom logic and actions within the Copilot system. This makes it easy to extend Copilot's functionality without needing custom code.
WhileApex triggersandSOQLare important Salesforce tools,Flowsare the recommended method for creating custom actions within Einstein Copilot because they are declarative and highly adaptable.
For further guidance, refer toSalesforce Flow documentationandEinstein Copilot customization resources.

質問 # 27
An AI Specialist at Universal Containers is working on a prompt template to generate personalized emails for product demonstrationrequests from customers. It is important for the Al-generated email to adhere strictly to the guidelines, using only associated opportunityinformation, and to encourage the recipient to take the desired action.
How should the AI Specialist include these instructions on a new line in the prompt template?

• A. Make sure merged fields are defined.
• B. Surround them with triple quotes (""").
• C. Use curly brackets {} to encapsulate instructions.

正解：B

解説：
In Salesforce prompt templates, instructions that guide how the Large Language Model (LLM) should generate content (in this case, personalized emails) can be included by surrounding the instruction text with triple quotes ("""). This formatting ensures that the LLM adheres to the specific instructions while generating the email content.
The use oftriple quotesallows the AI to understand that the enclosed text is a directive for how to approach the task, such as limiting the content to associated opportunity information or encouraging a specific action from the recipient.
Refer toSalesforce Prompt Builder documentationfor detailed instructions on how to structure prompts for generative AI.

質問 # 28
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