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Salesforce Salesforce-AI-Specialist日本語 Exam Overview:

Certification Vendor:Salesforce
Exam Name:Salesforce Certified AI Specialist Exam
Exam Number:Salesforce-AI-Specialist
Exam Price:$200 USD
Passing Score:73%
Related Certifications:Salesforce Certified AI Associate
Salesforce Certified Administrator
Salesforce Certified Platform App Builder
Certificate Validity Period:1 year
Real Exam Qty:60
Available Languages:Japanese, English
Exam Format:Multiple-choice, Multiple-select
Exam Duration:105 minutes
Recommended Training:Salesforce AI Specialist Learning Path
Trailhead: Cert Prep: AI Specialist
Exam Registration:Salesforce Certification Registration
Sample Questions: DOWNLOAD DEMO
Exam Way:Online proctored or onsite at authorized testing centers
Pre Condition:No mandatory prerequisites; recommended: Salesforce Administrator, Platform App Builder or AI Associate certification and hands-on experience with Salesforce platform
Official Syllabus URL:https://trailhead.salesforce.com/credentials/certification-ai-specialist

Salesforce Salesforce-AI-Specialist日本語 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Model Builder8%- Model deployment and maintenance
- Select appropriate model types
- Bring Your Own LLM (BYOLLM) setup
- Configure standard and custom models
Topic 2: Agentforce Tools23%- Security and access control for agents
- Agent creation and configuration
- Define topics, actions and reasoning
- Monitor and manage agent adoption
Topic 3: Einstein Trust Layer15%- Privacy controls and compliance
- Grounding AI outputs and data governance
- Security features and data protection
Topic 4: Prompt Builder37%- Customize prompt templates
- Implement prompt logic and variables
- Design and structure effective prompts
- Test and optimize prompt performance
Topic 5: Generative AI in CRM Applications17%- Einstein for Sales use cases and features
- Einstein for Service use cases and features
- LLM integration and application scenarios

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Roughly 60 questions in 105 minutes minutes. Timed sessions with 157 practice questions for the Salesforce-AI-Specialist日本語 exam at Prep4King teach you to spend those minutes wisely.
The official Salesforce Certified AI Specialist Exam (Salesforce-AI-Specialist日本語版) outline distributes its emphasis like this:
  • Einstein Trust Layer (15%)
  • Agentforce Tools (23%)
  • Prompt Builder (37%)
Anchor your plan on the heaviest domains and verify each one with the Prep4King bank.
Trailhead: Cert Prep: AI Specialist Salesforce AI Specialist Learning Path Use an official course for structured theory, then switch to the verified Prep4King question bank for timed, realistic practice.
Register through the official channel: Salesforce Certification Registration After creating an account, choose a test center or online proctoring, select a date, and pay to confirm.
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No mandatory prerequisites; recommended: Salesforce Administrator, Platform App Builder or AI Associate certification and hands-on experience with Salesforce platform

Salesforce Certified AI Specialist Exam (Salesforce-AI-Specialist日本語版) Sample Questions:

Question #1

Einstein Studio で基礎モデルを作成した後、AI スペシャリストは応答の一貫性とランダム性のバランスを調整するためにどのハイパーパラメータを使用する必要がありますか?

  • A. ペナルティ存在
  • B. 変動性
  • C. 温度
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #2

AI スペシャリストは、Salesforce に保存されている顧客データを使用してパーソナライズされた販売メールを作成するための生成モデルを構成するという任務を負っています。AI スペシャリストは、OpenAI プラットフォームで大規模言語モデル (LLM) をすでに微調整しています。セキュリティとデータ プライバシーは、クライアントにとって重要な懸念事項です。
AI スペシャリストはカスタム LLM を Salesforce にどのように統合すればよいでしょうか?

  • A. Einstein Studio Model Builder に微調整された LLM を追加します。
  • B. OpenAl でモデル エンドポイントを有効にし、モデルへの呼び出しを行って電子メールを生成します。
  • C. カスタム LLM のアプリケーションを作成し、iFrame 経由で Sales Cloud に埋め込みます。
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #3

Einstein Trust Layer は、有用で意味のある応答を生成しながら機密データが保護されることをどのように保証しますか?

  • A. マスクされたデータは、リクエストの過程でマスク解除されます。
  • B. マスクされたデータは、応答中にマスク解除されます。
  • C. 関連性のしきい値を満たさない応答は自動的に拒否されます。
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #4

Universal Containers (UC) は、AI で生成された応答によって顧客の質問への対応効率を向上させ、エージェントの処理時間を短縮したいと考えています。エージェントは既存のナレッジ ベースを活用して、応答が大規模言語モデル (LLM) からのものか、Salesforce Knowledge からのものかを特定できる必要があります。
この要件を満たすために UC が実行する必要がある手順は何ですか?

  • A. サービス AI グラウンディング、ケース付きグラウンディング、およびサービス応答をオンにします。
  • B. サービス AI グラウンディングと知識によるグラウンディングをオンにします。
  • C. サービス応答、サービス AI グラウンディング、および知識によるグラウンディングをオンにします。
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #5

モデルプレイグラウンドでは、既存の
Salesforce 対応の基本モデルを AI スペシャリストが変更できるでしょうか?

  • A. 温度、Top-kサンプリング、プレゼンスペナルティ
  • B. 温度、頻度ペナルティ、存在ペナルティ
  • C. 温度、周波数ペナルティ、出力トークン
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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