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[General] Test AI-201 Simulator Online | AI-201 Valid Dumps Pdf

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【General】 Test AI-201 Simulator Online | AI-201 Valid Dumps Pdf

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Salesforce Certified Agentforce Specialist Sample Questions (Q77-Q82):NEW QUESTION # 77
An agent incorrectly updates records when given ambiguous user instructions. What is the BEST mitigation strategy?
  • A. Increase the number of skills
  • B. Disable automation
  • C. Improve prompt instructions and constraints
  • D. Remove update permissions
Answer: C
Explanation:
Clear prompt instructions, guardrails, and constraints reduce unintended actions caused by ambiguity.

NEW QUESTION # 78
Coral Cloud Resorts is implementing Agentforce retrieval. Customers sometimes type ambiguous terms (for example, "package" could mean vacation package or baggage). Which retrieval strategy best balances precision and contextual disambiguation?
  • A. Use semantic search only, which captures intent but may struggle with ambiguous terms when no context is provided.
  • B. Use hybrid search, which combines keyword matching for precision with semantic embeddings for context.
  • C. Use keyword search only, which prioritizes exact term matching but risks missing contextual meaning.
Answer: B
Explanation:
According to the AgentForce Retrieval Optimization Guide, when handling ambiguous search terms such as "package," which may refer to multiple concepts, the recommended approach is to use hybrid search. The documentation defines hybrid search as: "A combined retrieval method that leverages keyword-based precision and semantic embeddings to capture contextual intent.
This approach ensures high recall while maintaining exact-term precision." This method allows AgentForce to resolve ambiguity by using semantic context to interpret meaning while maintaining keyword-based precision for deterministic matching. The guide further notes: "Hybrid retrieval offers the optimal balance between contextual understanding and exact- term accuracy, especially in multi-domain or ambiguous queries." In contrast, semantic search only may misinterpret terms without adequate context, and keyword search only lacks the contextual reasoning to differentiate between meanings. Thus, Option A aligns with Salesforce's documented best practice for retrieval precision and contextual relevance.

NEW QUESTION # 79
Universal Containers' administrator has developed a new agent in a sandbox environment and now wants to deploy it to production. What should the administrator do to deploy an agent?
  • A. Export agent components as JSON files and manually import them inte production using the Metadata API.
  • B. Create an outbound change set with all the necessary agent components, then upload to production.
  • C. Manually recreate the agent configuration, topics, and actions in production because change sets cannot be used.
Answer: B
Explanation:
As per the AgentForce Deployment and Lifecycle Management Guide, AgentForce agents, including their topics, actions, and prompt templates, can be deployed from sandbox to production using Salesforce change sets.
Administrators should create an outbound change set in the sandbox environment that includes all relevant components (Agent definition, prompt templates, topic configurations, flows, and permissions) and then upload it to production for validation and deployment. This process ensures consistency, auditability, and proper dependency tracking between environments.

NEW QUESTION # 80
Universal Containers (UC) is discussing its AI strategy in an agile Scrum meeting. Which business requirement would lead An Agentforce to recommend connecting to an external foundational model via Einstein Studio (Model Builder)?
  • A. UC wants to fine-tune model temperature.
  • B. UC wants a model fine-tuned using company data.
  • C. UC wants to change the frequency penalty of the model.
Answer: B
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.

NEW QUESTION # 81
Universal Containers wants to test agents while preserving real data and isolating from production. Which environment should the company use with Testing Center?
  • A. Use personal developer orgs unrepresentative of production data,
  • B. Use production org directly with test assertions.
  • C. Use sandbox environments replicated from production for safe testing,
Answer: C
Explanation:
The AgentForce Testing Center Implementation Guide specifies that organizations should perform all structured and regression testing in a sandbox environment replicated from production. The guide explains:
"Testing Center supports running tests safely in sandbox environments that mirror production data. This ensures realistic test conditions without impacting live systems or data."

NEW QUESTION # 82
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