Salesforce Certified AI Specialist Exam Questions PDF

Salesforce Certified AI Specialist Time Remaining: 01:40:41 @5re 60 of 60. Leadership needs to populate a dynamic form field with a summary or description created by a large lang...

Salesforce Certified AI Specialist Time Remaining: 01:40:41 @5re 60 of 60. 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? AO) Sales Email B. (eet Field Generation C.@) Record Summary | Mark this item for later review. Comments: Please Provide Feedback here... Salesforce Certified AI Specialist Time Remaining: 01:40:44 @ire 59 of 60. Universal Containers is considering leveraging the Einstein Trust Layer in conjunction with Einstein Generative AI Audit Data. Which audit data is available using the Einstein Trust Layer? AO) Response accuracy and offensiveness score B. oO Hallucination score and bias score C Cc. oO Masked data and toxicity score OO Mark this item for later review. Comments: Please Provide Feedback here...  Salesforce Certified AI Specialist Time Remaining: 01:40:48 t Hide ) 58 of 60. Universal Containers wants to make a sales proposal and directly use data from multiple unrelated objects (standard and custom) ina prompt template. What should the AI Specialist recommend? AO Create a Flex template to add resources with standard and custom objects as inputs. B.C) Create a prompt template passing in a special custom object that connects the records temporarily, Cc: oO Create a prompt template-triggered flow to access the data from standard and custom objects. | Mark this item for later review. A Comments: Please Provide Feedback here... Salesforce Certified AI Specialist Time Remaining: 01:40:51 t Hide } 57 of 60. What is an AI Specialist able to do when the “Enrich event logs with conversation data" setting in Einstein Copilot is enabled? AO View the user click path that led to each copilot action. B. ©) View session data including user Input and copilot responses for sessions over the past 7 days. Cy (Ss) Generate details reports on all Copilot conversations over any time period. 3 | Mark this item for later review. B Comments: Please Provide Feedback here...  Salesforce Certified AI Specialist Time Remaining: 01:40:55 t ide } 56 of 60. Universal Containers’ current AI data masking rules do not align with organizational privacy and security policies and requirements. What should an AI Specialist recommend to resolve the issue? AO) Enable data masking for sandbox refreshes. B, oO Configure data masking in the Einstein Trust Layer setup. ra) Add new data masking rules in LLM setup. | es Mark this item for later review. Comments: Please Provide Feedback here... Salesforce Certified AI Specialist Time Remaining: 01:40:59 t Hide } 55 of 60. An administrator wants to check the response of the Flex prompt template they've built, but the preview button is greyed out. What is the reason for this? A The records related to the prompt have not been selected. A B. © The prompt has not been saved and activated, c.Cd Amerge field has not been inserted in the prompt. | es Mark this item for later review. Comments: Please Provide Feedback here...  Salesforce Certified AI Specialist Time Remaining: 01:41:03 t Hide } 54 of 60. Universal Containers’ data science team is hosting a generative large language model (LLM) on Amazon Web Services (AWS). What should the team use to access externally-hosted models in the Salesforce Platform? A Model Builder A B.C) App Builder c. (S31 Copilot Builder (CD Mark this Item for later review. Comments: Please Provide Feedback here... Salesforce Certified AI Specialist Time Remaining: 01:41:07 t Hide ) 53 of 60. An AI Specialist built a Field Generation prompt template that worked for many records, but users are reporting random failures with token limit errors. What is the cause of the random nature of this error? AO) The number of tokens generated by the dynamic nature of the prompt template will vary by record. B. The template type needs to be switched to Flex to accommodate the variable amount of tokens generated by the prompt grounding. C.@) The number of tokens that can be processed by the LLM varies with total user demand. OO) Mark this item for later review. Comments: Please Provide Feedback here...  Salesforce Certified AI Specialist Time Remaining: 01:41:10 52 of 60. A An administrator is responsible for ensuring the security and reliability of Universal Containers' (UC) CRM data. UC needs enhanced data protection and up-to-date AI capabilities. UC also needs to include relevant information from a Salesforce record to be merged with the prompt. Which feature in the Einstein Trust Layer best supports UC's need? a B.@) @) Data masking Dynamic grounding with secure data retrieval B Le) Zero-data retention policy (C) Mark this item for later review. Comments: [ Please Provide Feedhack here... Salesforce Certified AI Specialist Time Remaining: 01:41:14 t Hide } 51 of 60. A Salesforce Administrator is exploring the capabilities of Einstein Copilot to enhance user interaction within their organization. They are particularly interested in how Einstein Copilot processes user requests and the mechanism it employs to deliver responses. The administrator is evaluating whether Einstein Copilot directly interfaces with a large language model (LLM) to fetch and display responses to user inquiries, facilitating a broad range of requests from users. C How does Einstein Copilot handle user requests In Salesforce? AO) Einstein Copilot will trigger a flow that utilizes a prompt template to generate the message. B. () Einstein Copilot will perform an HTTP callout to an LLM provider. Cc; oO Einstein Copilot analyzes the user's request and LLM technology is used to generate and display the appropriate response. 3 Mark this item for later review.  Salesforce Certified AI Specialist Time Remaining: 01:41:17 t Hide ) 50 of 60. Universal Containers wants to utilize Einstein for Sales to help sales reps reach their sales quotas by providing Al-generated plans containing guidance and steps for closing deals. Which feature should the AI Specialist recommend to the sales team? AO) Find Similar Deals B.C) Create Account Plan C Cc. oO Create Close Plan (CD Mark this Item for later review. Comments: Please Provide Feedback here... Salesforce Certified AI Specialist Time Remaining: 01:41:20 ip 49 of 60. How does the Einstein Trust Layer ensure that sensitive data Is protected while generating useful and meaningful responses? AO BE c. oO Masked Masked Responses data data will be will be that do de-masked de-masked not meet the during during relevance response journey. request journey. threshold will be automatically A rejected. (C) Mark this item for later review. Comments: Please Provide Feedback here...  Salesforce Certified AI Specialist Time Remaining: 01:41:24 t Hide } 48 of 60. Universal Containers (UC) wants to enable its sales team to get insights into product and competitor names mentioned during calls. How A should UC meet this requirement? A Enable Einstein Conversation Insights, assign permission sets, define managers, and customize insights with up to 50 competitor names. B recording BOE Enable Einstein Conversation Insights, connect a recording provider, assign permission sets, and customize insights with up to 25 products. c. oO Enable Einstein Conversation Insights, enable sales recording, assign permission sets, and customize insights with up to 50 products. Ge Mark this item for later review. Comments: Please Provide Feedback here... Salesforce Certified AI Specialist Time Remaining: 01:41:28 t Hide ) 47 of 60. What is the role of the large language model (LLM) in executing an Einstein Copilot Action? AO Find similar requests and robbie actions that need to be executed B. ©) Identify the best matching actions and correct order of execution c. oO Determine a user's access and sort actions by priority to be executed (C) Mark this item for later review. Comments: Please Provide Feedback here...  Salesforce Certified AI Specialist Time Remaining: 01:41:31 p> 46 of 60. A service agent is looking at a custom object that stores travel information. They recently received a weather alert and now need to cancel flights for the customers that are related with this itinerary. The service agent needs to review the Knowledge articles about canceling and rebooking the customer flights. Which Einstein Copilot capability helps the agent accomplish this? A Execute tasks based on available actions, answering questions using information from accessible Knowledge articles. B. ©) Invoke a flow which makes a call to external data to create a Knowledge article. Cc; Generate a Knowledge article based off the prompts that the agent enters to create C steps to cancel flights. C) Mark this item for later review. A Comments: Paes as a Salesforce Certified AI Specialist Time Remaining: 01:41:34 t Hide } 45 of 60. An AI Specialist has created a copilot custom action using flow as the reference action type. However, it is not delivering the expected results to the conversation preview, and therefore needs troubleshooting. What should the AI Specialist do to identify the root cause of the problem? at @) In Copilot Builder within the Dynamic Panel, turn on dynamic debugging to show the inputs and outputs. B. (2) In Copilot Builder within the Dynamic Panel, confirm selected action and observe the values in Input and Output sections. Vor oO In Copilot Builder, verify the utterance entered by the user and review session event logs for debug information. Oo Comments: Mark this item for later review. B C [ Please Provide Feedback here...  Salesforce Certified AI Specialist Time Remaining: 01:41:38 t Hide ) 44 of 60. A support team handles a high volume of chat interactions and needs a solution to provide quick, relevant responses to customer inquiries. Responses must be grounded in the organization's knowledge base to maintain consistency and accuracy. Which feature in Einstein for Service should the support team use? AO Einstein Service Replies A B. (i C.© Einstein Einstein Reply Knowledge Recommendations Recommendations B | Mark this item for later review. Comments: Please Provide Feedback here... Salesforce Certified AI Specialist Time Remaining: 01:41:42 t Hide } 43 of 60. Universal Containers implemented Einstein Copilot for its users. One user complains that Einstein Copilot is not deleting activities from the past 7 days. What is the reason for this issue? C AO Einstein Copilot Delete Record Action permission is not associated to the user. B.E Einstein Copilot does not have the permission to delete the user's records. c. oO Einstein Copilot does not support the Delete Record action. (CD Mark this Item for later review. Comments: Please Provide Feedback here...  Salesforce Certified AI Specialist Time Remaining: 01:41:45 t ide } 42 of 60. Where should the AI Specialist go to add/update actions assigned to a copilot? A Copilot Actions page, the record page for the copilot action, or the Copilot Action C Library tab B. ) Copilot Actions page or Global Actions ct oO Copilot Detail page, Global Actions, or the record page for the copilot action 3 | Mark this item for later review. Comments: Please Provide Feedback here... Salesforce Certified AI Specialist Time Remaining: 01:41:48 t Hide ) 41 of 60. Universal Containers wants to reduce overall agent handling time by minimizing the time spent typing routine answers for common questions in-chat, and reducing the post-chat analysis by suggesting values for case fields. Which combination of Einstein for Service features enables this effort? AG) Einstein Service Replies and Work Summaries B. (i Einstein Reply Recommendations and Case Summaries Cc. Oo Einstein Reply Recommendations and Case Classification | Mark this item for later review. ( ; Comments: Please Provide Feedback here...  Salesforce Certified AI Specialist Time Remaining: 01:41:52 t Hide } 40 of 60. Universal Containers (UC) is looking to enhance its operational efficiency. UC has recently adopted Salesforce and is considering implementing Einstein Copilot to improve its processes. What is a key reason for implementing Einstein Copilot? A Improving data entry and data cleansing B.E Allowing AI to perform tasks without user interaction c. oO Streamlining workflows and automating repetitive tasks (CD Mark this Item for later review. ( ; Comments: Please Provide Feedback here... Salesforce Certified AI Specialist Time Remaining: 01:41:56 @> 39 of 60. Northern Trail Outfitters (NTO) wants to configure Einstein Trust Layer in its production org but is unable to see the option on the Setup page. After provisioning Data Cloud, which step must an Al Specialist take to make this option available to NTO? a @) Turn on Einstein Copilot. B. oO Turn on Einstein Generative AI. €.@ Turn on Prompt Builder. B | Mark this item for later review. Comments: Please Provide Feedback here...  Salesforce Certified AI Specialist Time Remaining: 01:42:01 t Hide ) 38 of 60. Universal Containers wants to implement a solution in Salesforce with a custom UX that allows users to enter a sales order number. Subsequently, the system will invoke a custom prompt template to create and display a summary of the sales order header and sales order details. Which solution should an AI Specialist implement to meet this requirement? AO) Create a screen flow to collect sales order number and invoke the prompt template using the standard "Prompt Template" flow action. B.C@) Create a template-triggered prompt flow and invoke the prompt template using the standard “Prompt Template” flow action. Cc. oO Create an autolaunched flow and invoke the prompt template using the standard “Prompt Template" flow action. OO Mark this item for later review. / \ Comments: Salesforce Certified AI Specialist Time Remaining: 01:42:04 t Hide } 37 of 60. Universal Containers has seen a high adoption rate of a new feature that uses generative AI to populate a summary field of a custom object, Competitor Analysis. All sales users have the same profile but one user cannot see the generative AlI-enabled field icon next to the summary field. What is the most likely cause of the issue? A The user does not have the Prompt Template User permission set assigned. B. ©) The prompt template associated with summary field is not activated for that user. Vor oO The user does not have the field Generative AI User permission set assigned. A &) Mark this item for later review. ( Comments: Please Provide Feedback here...  Salesforce Certified AI Specialist Time Remaining: 01:42:08 t Hide ) 36 of 60. Universal Containers (UC) is implementing Einstein Generative AI to improve customer insights and interactions. UC needs audit and feedback data to be accessible for reporting purposes. What is a consideration for this requirement? A©) Storing this data requires Data Cloud to be provisioned. BO Storing this data requires a custom object for data to be configured. C.@) Storing this data requires Salesforce big objects. oO Mark this item for later review. A Comments: Please Provide Feedback here... Salesforce Certified AI Specialist Time Remaining: 01:42:12 t Hide } 35 of 60. In Model Playground, which hyperparameters of an existing Salesforce-enabled foundational model can an AI Specialist change? AO Temperature, Frequency Penalty, Presence Penalty B. (©) Temperature, Top-k sampling, Presence Penalty 2) Temperature, Frequency Penalty, Output Tokens CJ Mark this item for later review. A Comments: Please Provide Feedback here...  Salesforce Certified AI Specialist Time Remaining: 01:42:15 t Hide } 34 of 60. How should an organization use the Einstein Trust layer to audit, track, and view masked data? A Utilize the audit trail that captures and stores all LLM submitted prompts in Data Cloud. B. © In Setup, use Prompt Builder to send a prompt to the LLM requesting for the masked data. Cc: oO Access the audit trail in Setup and export all user-generated prompts. & Mark this item for later review. A Comments: Please Provide Feedback here... Salesforce Certified AI Specialist Time Remaining: 01:42:20 t Hide } 33 of 60. An AI Specialist implements Einstein Sales Emails for a sales team. The team wants to send personalized follow-up emails to leads based on their interactions and data stored in Salesforce. The AI Specialist needs to configure the system to use the most accurate and up-to-date C information for email generation. Which grounding technique should the AI Specialist use? AO) Ground with Apex Merge Fields B. (©) Ground with Record Merge Fields Cc. oO Automatic grounding using Draft with Einstein feature &) Mark this item for later review. Comments: Please Provide Feedback here...  Salesforce Certified AI Specialist Time Remaining: 01:42:24 t Hide } 32 of 60. Universal Containers needs a tool that can analyze voice and video call records to provide insights on competitor mentions, coaching opportunities, and other key information. The goal is to enhance the team's performance by identifying areas for improvement and competitive intelligence. Which feature provides insights about competitor mentions and coaching opportunities? AO Call Summaries ( , B. oO Einstein Sales Insights a) Call Explorer C) Mark this item for later review. Comments: ee a Salesforce Certified AI Specialist Time Remaining: 01:42:27 t Hide ) 31 of 60. An AI Specialist at Universal Containers (UC) Is tasked with creating a new custom prompt template to populate a field with generated output. UC enabled the Einstein Trust Layer to ensure AI Audit data is captured and monitored for adoption and possible enhancements. Which prompt template type should the AI Specialist use and which C consideration should they review? AO) Flex, and that Dynamic Fields is enabled B.E Field Generation, and that Dynamic Fields is enabled CO Field Generation, and that Dynamic Forms is enabled &) Mark this item for later review. Comments: Please Provide Feedback here...  Salesforce Certified AI Specialist Time Remaining: 01:42:31 D> 30 of 60. Universal Containers plans to implement prompt templates that utilize the standard foundation models. What should the AI Specialist consider when building prompt templates in Prompt Builder? AO) Include multiple-choice questions within the prompt to test the LLM's understanding of the context. B. ©) Ask it to role-play as a character in the prompt template to provide more context to the LLM, Cc. oO Train LLM with data using different writing styles including word choice, intensifiers, emojis, and punctuation. OO Mark this item for later review. Comments: Salesforce Certified AI Specialist Time Remaining: 01:42:35 t Hide ) 29 of 60. 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 be applicable for Einstein AI to draft accurate email responses. Which solution should UC use to ensure Einstein AI can draft responses from a defined data source? AO) Service AI Grounding A B.C _ Work Summaries 2) Service Replies &) Mark this item for later review. Comments: Please Provide Feedback here...  Salesforce Certified AI Specialist Time Remaining: 01:42:39 t Hide } 28 of 60. 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? AO Case, Knowledge, and Case Notes B. oO Case and Knowledge a) Case, Case Emails, and Knowledge C) Mark this item for later review. Comments: Paes as a Salesforce Certified AI Specialist Time Remaining: 01:42:42 t Hide } 27 of 60. What is the main purpose of Prompt Builder? A A tool for developers to use in Visual Studio Code that creates prompts for Apex programming, assisting developers in writing code more efficiently. BOA tool that enables companies to create reusable prompts for large language models (LLMs), bringing generative AI responses to their flow of work c. oO A tool within Salesforce offering real-time Al-powered suggestions and guidance to users, Improving productivity and decision-making. 3 | Mark this item for later review. B Comments: Please Provide Feedback here...  Salesforce Certified AI Specialist Time Remaining: 01:42:46 t Hide } 26 of 60. Universal Containers (UC) wants to offer personalized service experiences and reduce agent handling time with Al-generated email responses, grounded in Knowledge base. Which AI capability should UC use? C A B.E c. (3 Einstein Einstein Email Replies Einstein Service Replies for Email Generative Service Replies for Email B (CD Mark this Item for later review. Comments: Please Provide Feedback here... Salesforce Certified AI Specialist Time Remaining: 01:42:50 t Hide } 25 of 60. 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? B AO) Data Cloud-triggered flow A B.- Template-triggered prompt flow CG: oO Unified-object linking flow (CD Mark this Item for later review. Comments: Please Provide Feedback here...  Salesforce Certified AI Specialist Time Remaining: 01:42:54 t Hide ) 23 of 60. Universal Containers (UC) is using Einstein Generative AI to generate an account summary. UC aims to ensure the content is safe and inclusive, utilizing the Einstein Trust Layer's toxicity scoring to assess the content's safety level. What does a safety category score of 1 indicate in the Einstein Generative AI Toxicity Score? A. oO Not safe B.© Safe B C.C) Moderately safe ea Mark this item for later review. Comments: Please Provide Feedback here... Salesforce Certified AI Specialist Time Remaining: 01:42:57 t Hide ) 23 of 60. Universal Containers (UC) is using Einstein Generative AI to generate an account summary. UC aims to ensure the content is safe and inclusive, utilizing the Einstein Trust Layer's toxicity scoring to assess the content's safety level. What does a safety category score of 1 indicate in the Einstein Generative Al Toxicity Score? a @) Not safe B.E Safe CO Moderately safe &} Mark this item for later review. Comments: Please Provide Feedback here...  Salesforce Certified AI Specialist Time Remaining: 01:43:01 22 of 60. Universal Containers has an active standard email prompt template that does not fully deliver on the business requirements. Which steps should an AI Specialist take to use the content of the standard prompt email template in question and customize it to fully meet the A business requirements? B A Save as New Template and edit as needed. B.© Clone the existing template and modify as needed. c.C€E Save as New Version and edit as needed. &) Mark this item for later review. Comments: Please Provide Feedback here... Salesforce Certified AI Specialist Time Remaining: 01:43:04 t Hide } 21 of 60. The marketing team at Universal Containers is looking for a way to personalize emails based on customer behavior, preferences, and purchase history. Why should the team use Einstein Copilot as the solution? AO) To generate relevant content when engaging with each customer B.@) To analyze past campaign performance c. oO To send automated emails to all customers (CD Mark this Item for later review. Comments: Please Provide Feedback here...  Salesforce Certified AI Specialist Time Remaining: 01:43:08 t Hide ) 20 of 60. Universal Containers wants to use an external large language model (LLM) in Prompt Builder. What should an AI Specialist recommend? B A Use Apex to connect to an external LLM and ground the prompt. B.© Use BYO-LLM functionality in Einstein Studio, C.@) Use Flow and External Services to bring data from an external LLM. | es Mark this item for later review. Comments: Please Provide Feedback here... Salesforce Certified AI Specialist Time Remaining: 01:43:11 p> 19 of 60. Universal Containers is interested in improving the sales operation efficiency by analyzing their data using Al-powered predictions in Einstein Studio. C Which use case works for this scenario? B AO Predict customer sentiment toward a promotion message. B.E Predict customer lifetime value of an account. c. C. Predict most popular products from new product catalog. (CD Mark this Item for later review. Comments: Please Provide Feedback here...  Salesforce Certified AI Specialist Time Remaining: 01:43:15 t Hide ) 18 of 60. An AI Specialist at Universal Containers is working on a prompt template to generate personalized emails for product demonstration requests from customers. It is important for the Al-generated email to adhere strictly to the guidelines, using only associated opportunity information, 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? AO Surround them with triple quotes ("""). A B. oO Make sure merged fields are defined. Cc. oO Use curly brackets {} to encapsulate instructions. C) Mark this item for later review. Comments: ee a Salesforce Certified AI Specialist Time Remaining: 01:43:18 t Hide ) 17 of 60. Universal Containers implements Custom Copilot Actions to enhance its customer service operations. The development team needs to understand the core components of a Custom Copilot Action to ensure proper configuration and functionality. What should the development team review in the Custom Copilot Action configuration to identify one of the core components of a Custom Copilot Action? A AO Instructions B B. c) Output Types Cc. oO Action Triggers C) Mark this item for later review. Comments: ee a  Salesforce Certified AI Specialist Time Remaining: 01:43:22 t Hide } 16 of 60. Based on the user utterance, “Show me all the customers in New York", which standard Einstein Copilot action will the planner service use? AO Query Records BOE Select Records re) Fetch Records (C) Mark this item for later review. Comments: Please Provide Feedback here... Salesforce Certified AI Specialist Time Remaining: 01:43:26 t Hide } 15 of 60. An AI Specialist wants to ground a new prompt template with the User related list. What A should The the AI Specialist consider? User related list should have View All access. A B.© The User related list needs to be included on the record page. C.@) The User related list is not supported in prompt templates. | es Mark this item for later review. Comments: Please Provide Feedback here...  Salesforce Certified AI Specialist Time Remaining: 01:43:29 t Hide } 14 of 60. Which use case is best supported by Salesforce Einstein Copilot's capabilities? A Bring together a conversational interface for interacting with AI for all Salesforce users, such as developers and ecommerce retailers. or ) Enable Salesforce admin users to create and train custom large language models (LLMs) using CRM data. a) Enable data scientists to train pregtive AI models with historical CRM data using built-in machine learning capabili &) Mark this item for later review. Comments: Please Provide Feedback here... Salesforce Certified AI Specialist Time Remaining: 01:43:32 t Hide } 13 of 60. An AI Specialist wants to use the related lists from an account In a custom prompt template. What should the AI Specialist consiad when configuring the prompt template? at @) The text encoding (for example, UTF-8, ASCII) option B. oO The maximum number of related list merge fields C.©@ The choice between XML and JSON rendering formats for the list | Mark this item for later review. Comments: Please Provide Feedback here...  Salesforce Certified AI Specialist Time Remaining: 01:43:36 t Hide } 12 of 60. Universal Containers is using Einstein Copilot for Sales to find similar opportunities to help close deals faster. The team wants to understand the criteria used by the copilot to match opportunities. What is one criteria that Einstein Copilot for Sales uses to match similar opportunities? AG) Matched opportunities are limited to the same account. B. cS: Matched opportunities were created in the last 12 months. C.@ Matched opportunities have a status of Closed Won from last 12 months. | Mark this item for later review. ( Comments: Please Provide Feedback here... Salesforce Certified AI Specialist Time Remaining: 01:43:39 t Hide } 11 of 60. Universal Containers (UC) wants to enable its sales reps to explore opportunities that are similar to previously won opportunities by entering the utterance, "Show me other opportunities like this one." How should UC achieve this in Einstein Copilot? AO) Use the standard Copilot action. B.@) c. (S31 Create Create a custom a custom Copilot Copilot action action calling calling a flow. an Apex class. A (CD Mark this Item for later review. Comments: Please Provide Feedback here...  Salesforce Certified AI Specialist Time Remaining: 01:43:42 t Hide } 10 of 60. Universal Containers is planning a marketing email about products that most closely match a customer's expressed interests. What should an AI Specialist recommend to generate this email? AO) Standard email marketing template using Apex or flows for matching interest in products B.C Custom sales email template which is grounded with interest and product information G: qo Standard email draft with Einstein and choose standard email template OO Mark this item for later review. B Comments: Please Provide Feedback here... Salesforce Certified AI Specialist Time Remaining: 01:43:46 t Hide } 9 of 6O. 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? AO) Apex trigger B.C SOQr c.@) Flows ( ; | es Mark this item for later review. Comments: Please Provide Feedback here...  Salesforce Certified AI Specialist Time Remaining: 01:43:49 t Hide } 8 of GO. Universal Containers (UC) wants to assess Salesforce's generative Al features but has concerns over its company data being exposed to third- party large language models (LLMs). Specifically, UC wants the following capabilities to be part of Einstein's generative AI service. e No data is used for LLM training or product improvements by third- party LLMs. « No data is retained outside of UC's Salesforce org. « The data sent cannot be accessed by the LLM provider. Which property of the Einstein Trust Layer should the AI Specialist highlight to UC that addresses these requirements? AO) Prompt Defense B. oO Zero-Data Retention Policy B C.@ Data Masking (_) Mark this item for later review. Salesforce Certified AI Specialist Time Remaining: 01:43:53 t Hide ) 7 of 60. What is the correct process to leverage Prompt Builder in a Salesforce org? A Select the appropriate prompt template type to use, select one of Salesforce's standard prompts, determine the object to associate the prompt, select a record to validate against, and associate the prompt to an action. B.©) Select the appropriate prompt template type to use, develop the prompt within the prompt workspace, select resources to dynamically insert CRM-derived grounding data, pick the model to use, and test and validate the generated responses. CG: (Se Enable the target object for generative prompting, develop the prompt within the prompt workspace, select records to fine-tune and ground the response, enable the Trust Layer, and associate the prompt to an action. OO Mark this item for later review. B Comments: Please Provide Feedback here...  Salesforce Certified AI Specialist Time Remaining: 01:43:57 t Hide ) 6 of 6O. An AI Specialist wants to include data from the response of external service invocation (REST API callout) into the prompt template. How should the AI Specialist meet this requirement? A Convert the JSON to an XML merge field. B, oO c.@ Use External Service Record merge fields. Use “Add Prompt Instructions” flow element. B C | es Mark this item for later review. Comments: Please Provide Feedback here... Salesforce Certified AI Specialist Time Remaining: 01:44:01 t Hide ) 5 of 60. Universal Containers (UC) has a legacy system that needs to integrate with Salesforce. UC wishes to create a digest of account action plans using the generative API feature. Which API service should UC use to meet this requirement? A REST API B. ©) Metadata API A Cc. oO SOAP API C) Mark this Item for later review. Comments: Please Provide Feedback here...  Salesforce Certified AI Specialist Time Remaining: 01:44:04 t Hide } 4 of 6O. The sales team at a hotel resort would like to generate a guest summary about the guests' interests and provide recommendations based on their activity preferences captured in each guest profile. They want the summary to be available only on the contact record page. Which AI capability should the team use? AO Einstein Copilot B B. (ee Prompt Builder CO Model Builder | Mark this item for later review. Comments: Please Provide Feedback here... Salesforce Certified AI Specialist Time Remaining: 01:44:09 t Hide } 3 of 60. An Al Specialist is tasked with configuring a generative model to create personalized sales emails using customer data stored in Salesforce. The AI Specialist has already fine-tuned a large language model (LLM) on the OpenAI platform. Security and data privacy are critical concerns for the client. How should the AI Specialist integrate the custom LLM into Salesforce? AO) Create an application of the custom LLM and embed it in Sales Cloud via iFrame. B. oO Add the fine-tuned LLM in Einstein Studio Model Builder. a) Enable model endpoint on OpenAl and make callouts to the model to generate emails. (CD Mark this item for later review. B Comments:  Salesforce Certified AI Specialist Time Remaining: 01:44:12 t Hide } 2 of 60. What should an AI Specialist consider when using related list merge fields in a prompt template associated with an Account object in Prompt Builder? A The Activities related list on the Account object Is not supported because it is a polymorphic field. B. (SP) If person accounts have been enabled, merge fields will not be available for the Account object. c.@) Prompt generation will yield no response when there is no related list associated with an Account in runtime. OO Mark this item for later review. A Comments: Please Provide Feedback here... Salesforce Certified AI Specialist Time Remaining: 01:44:35 t Hide } 1 of 60. Universal Containers (UC) wants to use the Draft with Einstein feature in Sales Cloud to create a personalized introduction email. After creating a proposed draft email, which predefined adjustment should UC choose to revise the draft with a more casual tone? A. oO Make Less Formal B.- Enhance Friendliness Gi oO Optimize for Clarity | Mark this Item for later review. Comments: Please Provide Feedback here... Time Remaining: 00:57:19 @re 1 of 6O. Universal Containers recently launched a pilot program to integrate conversational AI into its CRM business operations with Einstein Copilot. How should the AI Specialist monitor Copilot's usability and the assignment C of actions? A. Ss Run a report on the Platform Debug Logs. B. oO Query the Copilot log data using the metadata API. Cc: oO Run Einstein Copilot Analytics. OC Mark this item for later review. Comments: Please Provide Feedback here... Salesforce Certified AI Specialist Time Remaining: 00:56:59 GT 2 of 60. An administrator wants to check the response of the Flex prompt template they've built, but the preview button is greyed out. What is the reason for this? A. oO The records related to the prompt have not been selected. 8.C© A merge field has not been inserted in the prompt, Pe o The prompt has not been saved and activated. oO Mark this item for later review. A Comments:  Note: Any Salesforce Certified AI Specialist oe EN Time Remaining: 00:56:49 t Hide ) 3 of GO. An AI Specialist wants to Include data from the response of external service invocation (REST API callout) into the prompt template. How should the AI Specialist meet this requirement? A. (ee Use “Add Prompt Instructions” flow element. °© Use External Service Record merge fields. A c.E Convert the JSON to an XML merge field. Aa Mark this item for later review. Comments: [ Please Provide Feedback here... Salesforce Certified AI Specialist Time Remaining: 00:56:39 (re 4 of 60. What Is the role of the large language model (LLM) In executing an Einstein Copilot Action? 4.C) Determine a user's access and sort actions by priority to be executed BC) Find similar requests and provide the actions that need to be executed c@) Identify the best matching actions and correct order of execution | Mark this Item for later review. C Comments: Please Provide Feedback here... Note: An Salesforce Certified AI Specialist Ente! Time Remaining: 01:37:38 t Hide 5 of GO. Which use case is best supported by Salesforce Einstein Copilot's capabilities? A. > Bring together a conversational interface for interacting with AI for all Salesforce users, such as developers and ecommerce retailers. B.-E Enable data scientists to train predictive AI models with historical CRM data using built-in machine learning capabilities. oe oOo Enable Salesforce admin users to create and train custom large language models A (LLMs) using CRM data. @ Mark this item for later review. Comments: | Please Provide Feedback here... 6 of GO. 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 time consuming for both UC's sales and 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 C address these concerns? A. (>) Einstein Recommendation Builder B, (@) Einstein Copilot Action: Query Records c© Einstein Prompt Bullder and Prompt Templates oO Mark this item for later review. Salesforce Certified AI Specialist Time Remaining: 01:35:30 t Hide 7 of 60. An AI Specialist wants to use the related lists from an account ina custom prompt template. What should the AI Specialist consider when configuring the prompt B template? A.© The text encoding (for example, UTF-8, ASCII) option B, The maximum number of related list merge fields C.©) The choice between XML and JSON rendering formats for the list © Mark this item for later review. Time Remaining: 01:34:50 8 of 60. Universal Containers tests out a new Einstein Generative AI feature for its sales team to create personalized and contextualized emails for its customers. Sometimes, users find that the draft email contains placeholders for attributes that could have been derived from the recipient's contact record. B What is the most likely explanation for why the draft email shows these placeholders? A.C) The user does not have Einstein Sales Emails permission assigned. B, The user does not have permission to access the fields. Cc. oO The user's locale language is not supported by Prompt Builder. O Mark this item for later review.  Salesforce Certified AI Specialist Time Remaining: 01:33:47 t ide ) 9 of 60. What is the correct process to leverage Prompt Builder in a Salesforce org? A. Cy Enable the target object for generative prompting, C develop the prompt within the prompt workspace, select records to fine-tune and ground the response, enable the Trust Layer, and associate the prompt to an action. B. Select the appropriate prompt template type to use, select one of Salesforce's standard prompts, determine the object to associate the prompt, select a record to validate against, and associate the prompt to an action. c Select the appropriate prompt template type to use, develop the prompt within the prompt workspace, select resources to dynamically insert CRM-derived grounding data, pick the model to use, and test and validate the generated responses. {[—]) Mark this item for later review. Time Remaining: 01:33:05 > 10 of 60. Universal Containers (UC) has implemented Generative AI within Salesforce to enable summarization of a custom object called Guest. Users have reported mismatches in the generated information. In refining its prompt design strategy, which key practices should UC prioritize? B A. © Enable prompt test mode, allocate different prompt variations to a subset of users for evaluation, and standardize the most effective model based on performance feedback. B. Create concise, clear, and consistent prompt templates with effective grounding, contextual role-playing, clear instructions, and iterative feedback. CO Submit a prompt review case to Salesforce and conduct thorough testing In the playground to refine outputs until they meet user expectations. (.) Mark this item for later review, Comments: ae i Time Remaining: 01:32:09 @rTe 11 of 60. An AI Specialist needs to create a Sales Email with a custom prompt template. They need to ground on the following data. A e Opportunity Products « Events near the customer ¢ Tone and voice examples How should the AI Specialist obtain related items? A. oO Call a prompt initiated flow to fetch and ground the required data. B, Create a flex template that takes the records in question as inputs. Cc.@ Utilize a standard email template and manually insert the required data fields. oO Mark this item for later review.  Salesforce Certified AI Specialist Eni Time Remaining: 01:31:19 t Hide 12 of 60. 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. oO Use Model Playground to create a model configuration with the specified parameters. B ®© Manually add the hyperparameters to the new template. Gs. oO Revert to using the standard template without modifications. © Mark this item for later review. svule Salesforce Certified AI Specialist En Time Remaining: 01:30:42 p> 13 of 60. An AI Specialist is tasked with creating a prompt template for a sales team. The template needs to generate a summary of all related opportunities for a given Account. Which grounding technique should the AI Specialist use to include data from the related list of opportunities in the prompt template? B A.C© Use formula fields to reference the Einstein related list of opportunities. B, Use merge fields to reference the default related list of opportunities. C.©) Use the merge fields to reference a custom related list of opportunities. OO Mark this item for later review. SVAISo vies VSP HISY AA SPS IGHSL Time Remaining: 01:30:02 t Hide ) 14 of 60. An AI Specialist is tasked with configuring a generative model to create personalized sales emails using customer data stored in Salesforce. The AI Specialist has already fine-tuned a large language model (LLM) on the OpenAI platform. Security and data privacy are critical concerns for the client. How should the AI Specialist integrate the custom LLM into Salesforce? A. oO Add the fine-tuned LLM in Einstein Studio Model Builder. © Enable model endpoint on OpenAl and make callouts to the model to generate emails. c.C© Create an application of the custom LLM and embed it in Sales Cloud via iFrame. & Mark this item for later review. A Comments:  Salesforce Certified AI Specialist Enter Time Remaining: 01:29:11 t Hide ) 15 of 60. Universal Containers (UC) uses Salesforce Service Cloud to support its customers and agents handling cases. UC is considering implementing Einstein Copilot and extending Service Cloud to mobile users. When would Einstein Copilot implementation be most advantageous? A When the goal is to streamline customer support processes and improve response times B. Oo When the main objective is to enhance data security and compliance measures (ss ca When the focus is on optimizing marketing campaigns and strategies oO Mark this item for later review. A Comments: Salesforce Certified AI Specialist Time Remaining: 01:28:33 t Hide ) 16 of 60. How does the Einstein Trust Layer ensure that sensitive data Is protected while generating useful and meaningful responses? A. oO B, Masked Responses data will be de-masked that do not meet the relevance during response threshold journey. A will be automatically rejected. Ci Oo Masked data will be de-masked during request journey. O Mark this item for later review. Salesforce Certified AI Specialist E Time Remaining: 01:27:52 p> 17 of 60. 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.© B.© Data Cloud-triggered flow Template-triggered prompt flow B re) Unified-object linking flow ([™) Mark this item for later review.  Salesforce Certified AI Specialist Time Remaining: 01:26:50 @ire 18 of GO. An AI Specialist needs to create a prompt template to fill a custom field named Latest Opportunities Summary on the Account object with information from the three most recently opened opportunities. How should the AI Specialist gather the necessary data for the prompt template? A© Create a flow to retrieve the opportunity information. A B. (} Select the Account Opportunity object as a resource when creating the prompt template. cy (2) Select the latest Opportunities related list as a merge field. O Mark this item for later review. Comments: | Dleace Prawide Feadhack here Salesforce Certified AI Specialist Time Remaining: 01:25:59 t Hide ) 19 of 60. A data scientist needs to view and manage models in Einstein Studio. The data scientist also needs to create prompt templates in Prompt Builder. A Which permission sets should an AI Specialist assign to the data scientist? A Data Cloud Admin and Prompt Template Manager B. oO Prompt Template Manager and Prompt Template User Ce oO Prompt Template User and Data Cloud Admin oO Mark this item for later review. Comments: Please Provide Feedback here...  Salestorce Certiried Al Specialist Time Remaining: 01:25:09 @re 20 of 60. An AI Specialist configured Data Masking within the Einstein Trust Layer. How should the AI Specialist begin validating that the correct fields are being masked? A. ( Use a Flow-based resource in Prompt Builder to debug the fields’ merge values using Flow Debugger. 8© Request the Einstein Generative AI Audit Data from the Security section of the Setup menu. Ci oO Enable the collection and storage of Einstein Generative AI Audit Data on the Einstein C Feedback setup page. O Mark this item for later review. Comments: [ Minn nn Men. stHdn MARAAle nen Salesforce Certified AI Specialist Ente Time Remaining: 01:24:28 Dp 21 of 60. Universal Containers (UC) recently rolled out Einstein Generative Al capabilities and has created a custom prompt to summarize case records. Users have reported that the case summaries generated are not A returning the appropriate information. What is a possible explanation for the poor prompt performance? A. © The data being used for grounding Is incorrect or incomplete. B. Oo The prompt template version is incompatible with the chosen LLM. oe a The Einstein Trust Layer is incorrectly configured. O Mark this item for later review. Comments: [ Minnnn Nena tAn CARAARABL Rane Salesforce Certified AI Specialist Time Remaining: 01:23:49 @r 22 of 60. What is best practice when refining Einstein Copilot custom action instructions? A© Provide examples A of user messages that are expected to trigger the action. B.@ Use consistent introductory phrases and verbs across multiple action instructions. C. oO Specify the persona who will request the action. =| Mark this item for later review. Comments:  Salesforce Certified AI Specialist Ente Time Remaining: 01:23:00 23 of 60. Universal Containers (UC) has a legacy system that needs to integrate with Salesforce. UC wishes to create a digest of account action plans using the generative API feature. Which API service should UC use to meet this requirement? A 4© REST API B.C) SOAP API Lor (@) Metadata API ( Mark this item for later review. Salesforce Certified AI Specialist Time Remaining: 01:21:05 Gp 24 of 60. Universal Containers' service team wants to customize the standard case summary response from Einstein Copilot. What AO should the Customize the standard AI Specialist Record do to achieve Summary this? C template for the Case object, B. oO Summarize the Case with a standard copilot action. Cc. oO Create a custom Record Summary prompt template for the Case object. O Mark this item for later review. Comments: | Please Provide Feedback here... Salesforce Certified AI Specialist mi | Time Remaining: 01:20:17 t Hide ) 25 of 60. The marketing team at Universal Containers is looking for a way to personalize emails based on customer behavior, preferences, and purchase history. B Why should the team use Einstein Copilot as the solution? A. ©) Te analyze past campaign performance ®© To generate relevant content when engaging with each customer Cc. oO To send automated emails to all customers O Mark this item for later review. Comments: 26 of 60. Universal Containers (UC) wants to assess Salesforce's generative AI features but has concerns over its company data being exposed to third-party large language models (LLMs). Specifically, UC wants the following capabilities to be part of Einstein's generative AI service. « No data is used for LLM training or product improvements by third- party LLMs. « No data is retained outside of UC's Salesforce org. e The data sent cannot be accessed by the LLM provider. Which property of the Einstein Trust Layer should the AI Specialist highlight to UC that addresses these requirements? A A. o Zero-Data Retention Policy B. ©) Data Masking Tx oO Prompt Defense C Mark this item for later review. Comments: Salesforce Certified AI Specialist Ent Time Remaining: 01:19:00 t Hide ) 27 of 60. Universal Containers wants to be able to detect with a high level of confidence if content generated by a large language model (LLM) contains toxic language. Which action should an Al Specialist take in the Trust Layer to confirm toxicity is being appropriately managed? C A. oO Access the Toxicity Detection log in Setup and export all entries where isToxicityDetected is true. B. oO Create a flow that sends an email to a specified address each time the toxicity score from the response exceeds a predefined threshold. c.@ Create a Trust Layer audit report within Data Cloud that uses a toxicity detector type filter to display toxic responses and their respective scores. OO Mark this item for later review.  Salesforce Certified AI Specialist Time Remaining: 01:17:56 t ide 28 of 60. An AI Specialist has created a copilot custom action using flow as the reference action type. However, it is not delivering the expected results to the conversation preview, and therefore needs troubleshooting. B What should the AI Specialist do to identify the root cause of the problem? A. Oo In Copilot Builder within the Dynamic Panel, confirm selected action and observe the values in Input and Output sections. B. © In Copilot Builder, verify the utterance entered by the user and review session event logs for debug information. c. So In Copilot Builder within the Dynamic Panel, turn on dynamic debugging to show the inputs and outputs. O Mark this item for later review. Comments: Salesforce Certified AI Specialist Time Remaining: 01:17:17 t Hide ) 29 of 60. When configuring a prompt template, an AI Specialist previews the results of the prompt template they've written. They see two distinct text outputs: Resolution and Response. B Which information does the Resolution text provide? A. © It shows the full text that is sent to the Trust Layer. © It shows the response from the LLM based on the sample record. GC, Oo It shows which sensitive data is masked before it is sent to the LLM. C) Mark this Item for later review. ayuLe. say vis Salesforce Certified AI Specialist Enter t Time Remaining: 01:16:36 t Hide ) 30 of 60. Universal Containers (UC) wants to enable its sales team to use Al to suggest recommended products from its catalog. Which type of prompt template should UC use? A. © Record summary prompt template C BO Email generation prompt template tC) Flex prompt template © Mark this item for later review.  Salesforce Certified AI Specialist ms Time Remaining: 01:15:36 @ re 31 of 60. What is the primary function of the planner service in the Einstein Copilot system? A. oO Generating record queries based on conversation history B. oO Offering real-time language translation during conversations c©® Identifying copilot actions to respond to user utterances © Mark this item for later review. C Comments: Salesforce Certified AI Specialist Time Remaining: 01:15:02 t Hide } 32 of 60. Universal Containers (UC) wants to enable its sales team with automatic post-call visibility into mention of competitors, products, and other custom phrases. Which feature should the AI Specialist set up to enable UC's sales team? C AO Call Summaries B. oO Call Explorer t(e)) Call Insights C) Mark this item for later review. Salesforce Certified AI Specialist Time Remaining: 01:14:21 t ride 33 of 60. A sales rep at Universal Containers is extremely busy and sometimes will have very long sales calls on voice and video calls and might miss key details. They are just starting to adopt new generative AI features. Which Einstein Generative AI feature should an AI Specialist recommend to help the rep get the details they might have missed during a conversation? A A Call Summary 8. oO Call Explorer CO Sales Summary © Mark this item for later review.  Note: Ar Salesforce Certified AI Specialist Ente Time Remaining: 01:13:38 t Hide } 34 of 60. Universal Containers wants to allow its service agents to query the current fulfillment status of an order with natural language. There is an existing autolaunched flow to query the information from Oracle ERP, which is the system of record for the order fulfillment process. How should an AI Specialist apply the power of conversational AI to this use case? A. © B, Create Create a Flex a custom prompt template copilot action in Prompt which calls Builder. a flow, B £O Configure the Integration Flow Standard Action in Einstein Copilot. ™) Mark this item for later review. Salesforce Certified AI Specialist Time Remaining: 01:12:56 @re 35 of 60. When a customer chat is initiated, which functionality in Salesforce provides generative AI replies or draft emails based on recommended Knowledge articles? A. Oo Einstein Reply Recommendations B, cO Einstein Einstein Service Grounding Replies B O Mark this item for later review. Comments: ¢ Salesforce Certified AI Specialist Time Remaining: 01:12:14 Gp 36 of 60. Universal Containers (UC) wants to offer personalized service experiences and reduce agent handling time with Al-generated email responses, grounded in Knowledge base. B Which Al capability should UC use? A.C© Einstein Email Replies B.© Einstein Service Replies for Email ire) Einstein Generative Service Replies for Email ( Mark this item for later review.  37 of 60. Universal Containers implements Custom Copilot Actions to enhan