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Last Updated: Aug 16, 2026
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Ethics and Security | 15% | - AI security threats
|
| Topic 2: Prompt Engineering | 15% | - Security and robustness
|
| Topic 3: AI for Data Research and Analysis | - Data exploration and transformation
| |
| Topic 4: Generative AI Models | 20% | - Model fundamentals and use cases
|
| Topic 5: AI for Code and Workflow Optimization | - AI-assisted software development
| |
| Topic 6: Agentic AI Systems | - Agent architecture
|
1. What is the role of an MCP server in the MCP open standard?
A) to host the LLM and perform token inference
B) to expose tools and resources to an AI model
C) to provide the GUI for the end-user interaction
D) to route requests between different AI providers
2. Which generative AI model family should be used for identifying and summarizing technical themes across thousands of unstructured network incident reports?
A) large language models
B) diffusion models
C) generative adversarial networks
D) variational autoencoders
3. In an AI-powered automation workflow, what is deterministic branching?
A) A workflow state that pauses execution until a human manually determines the next step.
B) A dynamic system where branching criteria evolve over time using optimization algorithms.
C) A process where the AI model autonomously selects the next step based on its internal confidence score.
D) A decision point where the next step is dictated by specific, pre-programmed rules.
4. Which role does AI play in assisting with the refactoring of software code?
A) identifying flaws and improving design
B) creating a new database schema
C) integrating a new API
D) reducing manual code documentation
5. What is the role of the client in the Model Context Protocol?
A) to act as an LLM for inferencing
B) to act as a tool or service provider
C) to orchestrate interactions with servers
D) to provide resources for task execution
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: A | Question # 3 Answer: D | Question # 4 Answer: A | Question # 5 Answer: C |
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