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+# Check Your Understanding
+
+## Introduction
+
+This quiz reviews the core concepts from the AI4U workshop. Complete the scored questions to confirm your understanding of what makes an agent different from a chatbot, why agents matter for business workflows, and how data access changes what AI can do.
+
+Estimated Time: 10 minutes
+
+### Objectives
+
+In this lab, you will:
+
+* Review what makes an agent different from a chatbot
+* Check your understanding of key concepts
+
+### Prerequisites
+
+Complete the earlier workshop labs before taking this quiz.
+
+```quiz-config
+passing: 75
+badge: images/consistent-badge.png
+```
+
+## Task 1: Complete the quiz
+
+1. Review the questions before you submit your answers.
+
+2. Complete all scored quiz blocks below. You need 75% or higher to pass.
+
+ ```quiz score
+ Q: What makes an AI agent different from a standard chatbot in a business workflow?
+ * It can use tools to interact with real systems and complete tasks instead of only describing what should be done
+ - It always gives shorter answers so users can act faster
+ - It avoids using enterprise data to prevent mistakes
+ - It works only for general knowledge questions with no business context
+ > A core idea in AI4U is that agents do work through tools and systems, while chatbots mainly explain or answer.
+ ```
+
+ ```quiz score
+ Q: Why are agents more useful than zero-shot prompting for Seer Equity's loan workflow?
+ * They can access business data and take action, rather than giving only generic advice
+ - They never require any database objects or tools
+ - They are designed only for answering policy questions about mortgages
+ - They prevent users from asking follow-up questions
+ > The workshop contrasts generic zero-shot answers with agents that can work with real data and execute business tasks.
+ ```
+
+ ```quiz score
+ Q: What is the main limitation of zero-shot AI in an enterprise setting?
+ * It can provide general advice, but it cannot access Seer Equity's data or take action in the workflow
+ - It can modify records directly, but it cannot summarize results
+ - It works only when loan data is stored in JSON
+ - It can reason over enterprise data, but only after an underwriter approves it
+ > Zero-shot AI is useful for general-purpose guidance, but it does not know your business data and cannot carry out the work itself.
+ ```
+
+ ```quiz score
+ Q: How does enterprise data change the quality of an AI agent's answers?
+ * It grounds the agent in actual company policies, records, and context instead of generic assumptions
+ - It removes the need for prompts, tools, and instructions
+ - It guarantees every answer is automatically approved for production use
+ - It makes the agent answer from memory without checking any systems
+ > A key workshop theme is that enterprise data turns generic AI into business-specific AI that can answer with real context.
+ ```
+
+ ```quiz score
+ Q: Why does the workshop emphasize tools as a core part of agent design?
+ * Tools give the agent specific capabilities such as reading data or updating records so it can act, not just talk
+ - Tools are mainly used to make responses sound more conversational
+ - Tools replace the need for any database or application logic
+ - Tools are optional decoration that do not affect what the agent can do
+ > In AI4U, tools are the mechanism that lets agents move from explanation into execution.
+ ```
+
+## Acknowledgements
+
+* **Author** - Linda Foinding, Principal Product Manager, Database Product Management
+* **Last Updated By/Date** - Linda Foinding, March 2026
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-
+
diff --git a/ai4u/workshops/sandbox/manifest.json b/ai4u/workshops/sandbox/manifest.json
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"title": "Lab 10: Tools, Safety, and Human Control",
"description": "Build tools, add safety rules, enable human-in-the-loop",
"filename": "../../tools-safety-control/agents-and-tools.md"
+ },
+ {
+ "title": "Lab 11: Check Your Understanding",
+ "description": "Review the core AI4U concepts with a scored quiz.",
+ "filename": "../../check-your-understanding/check-your-understanding.md"
}
]
}