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Salesforce Certified AI Specialist Exam Sample Questions (Q98-Q103):

NEW QUESTION # 98
Universal Containers (UC) is discussing its AI strategy in an agile Scrum meeting.
Which business requirement would lead an AI Specialist to recommend connecting to an external foundational model via Einstein Studio (Model Builder)?

  • A. UC wants a model fine-tuned using company data.
  • B. UC wants to fine-tune model temperature.
  • C. UC wants to change the frequency penalty of the model.

Answer: A

Explanation:
Einstein Studio (Model Builder) allows organizations to connect and utilize external foundational models while fine-tuning them with company-specific data. This capability is particularly suited to businesses like Universal Containers (UC) that require customization of foundational models to better align with their unique data and use cases.
* Option A: Adjusting model temperature is a parameter-level setting for controlling randomness in AI- generated responses but does not necessitate connecting to an external foundational model.
* Option B: This is the correct answer because Einstein Studio supports fine-tuning external models with proprietary company data, enabling a tailored and more accurate AI solution for UC.
* Option C: Changing frequency penalties is another parameter-level adjustment and does not require external foundational models or Einstein Studio.


NEW QUESTION # 99
Universal Containers (UC) wants to create a new Sales Email prompt template in Prompt Builder using the
"Save As" function. However,UC notices that the new template produces different results compared to the standard Sales Email prompt due to missing hyperparameters.
What should UC do to ensure the new prompt template produces results comparable to the standard Sales Email prompts?

  • A. Use Model Playground to create a model configuration with the specified parameters.
  • B. Revert to using the standard template without modifications.
  • C. Manually add the hyperparameters to the new template.

Answer: C

Explanation:
WhenUniversal Containerscreates a new Sales Email prompt template using the"Save As"function, missing hyperparameters can result in different outputs. To ensure the new prompt produces comparable results to the standard Sales Email prompt, the AI Specialist shouldmanually add the necessary hyperparametersto the new template.
* Hyperparameters likeTemperature,Frequency Penalty, andPresence Penaltydirectly affect how the AI generates responses. Ensuring that these are consistent with the standard template will result in similar outputs.
* Option A (Model Playground)is not necessary here, as it focuses on fine-tuning models, not adjusting templates directly.
* Option C (Reverting to the standard template)does not solve the issue of customizing the prompt template.
For more information, refer toPrompt Builder documentationon configuring hyperparameters in custom templates.


NEW QUESTION # 100
Universal Containers (UC) is Implementing Service AI Grounding to enhance its customer service operations.
UC wants to ensure that its AI- generated responses are grounded in the most relevant data sources. The team needs to configure the system to include all supported objects for grounding.
Which objects should UC select to configure Service AI Grounding?

  • A. Case, Case Emails, and Knowledge
  • B. Case and Knowledge
  • C. Case, Knowledge, and Case Notes

Answer: B

Explanation:
Universal Containers (UC) is implementing Service AI Grounding to enhance its customer service operations.
They aim to ensure that AI-generated responses are grounded in the most relevant data sources and need to configure the system to include all supported objects for grounding.
Supported Objects for Service AI Grounding:
* Case
* Knowledge
* Case Object:
* Role in Grounding:Provides contextual data about customer inquiries, including case details, status, and history.
* Benefit:Grounding AI responses in case data ensures that the information provided is relevant to the specific customer issue being addressed.
* Knowledge Object:
* Role in Grounding:Contains articles and documentation that offer solutions and information related to common issues.
* Benefit:Utilizing Knowledge articles helps the AI provide accurate and helpful responses based on verified information.
* Exclusion of Other Objects:
* Case Notes and Case Emails:
* Not Supported for Grounding:While useful for internal reference, these objects are not included in the supported objects for Service AI Grounding.
* Reason:They may contain sensitive or unstructured data that is not suitable for AI grounding purposes.
Why Options A and C are Incorrect:
* Option A (Case, Knowledge, and Case Notes):
* Case Notes Not Supported:Case Notes are not among the supported objects for grounding in Service AI.
* Option C (Case, Case Emails, and Knowledge):
* Case Emails Not Supported:Case Emails are also not included in the list of supported objects for grounding.
References:
* Salesforce AI Specialist Documentation -Service AI Grounding Configuration:Details the objects supported for grounding AI responses in Service Cloud.
* Salesforce Help -Implementing Service AI Grounding:Provides guidance on setting up grounding with Case and Knowledge objects.
* Salesforce Trailhead -Enhance Service with AI Grounding:Offers an interactive learning path on using AI grounding in service scenarios.


NEW QUESTION # 101
Based on the user utterance, "Show me all the customers in New York", which standard Einstein Copilot action will the planner service use?

  • A. Fetch Records
  • B. Select Records
  • C. Query Records

Answer: C

Explanation:
Thestandard Einstein Copilot actionthat would be used in response to the user utterance, "Show me all the customers in New York," isQuery Records. This action is responsible for retrieving a set of records from Salesforce based on a specified condition - in this case, filtering customers by location (New York).
* Query Recordsis the action that fetches relevant data based on the criteria provided in the user's input.
* Select Recordsis more about picking specific records from an already presented list.
* Fetch Recordsis not a standard term used in this context for the action.
Refer toEinstein Copilot documentationon how Copilot actions work with natural language queries and data retrieval.


NEW QUESTION # 102
Universal Containers (UC) wants to use Flow to bring data from unified Data Cloud objects to prompt templates.
Which type of flow should UC use?

  • A. Template-triggered prompt flow
  • B. Data Cloud-triggered flow
  • C. Unified-object linking flow

Answer: A

Explanation:
In this scenario, Universal Containers wants to bring data from unified Data Cloud objects into prompt templates, and the best way to do that is through a Data Cloud-triggered flow. This type of flow is specifically designed to trigger actions based on data changes within Salesforce Data Cloud objects.
Data Cloud-triggered flows can listen for changes in the unified data model and automatically bring relevant data into the system, making it available for prompt templates. This ensures that the data is both real-time and up-to-date when used in generative AI contexts.
For more detailed guidance, refer to Salesforce documentation on Data Cloud-triggered flows and Data Cloud integrations with generative AI solutions.


NEW QUESTION # 103
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