01. Candidate Registry

Verification is required before beginning the technical assessment.

Full Legal Name

Email Address

02. AI Systems Theory

1. What does 'Temperature' 0.0 indicate in an LLM setting?

A) Deterministic/Focused responses. B) High creativity/Randomness.

2. 'Hallucination' in AI refers to:

A) Incorrect information generated confidently. B) Slow server response times.

3. Purpose of a Vector Database?

A) Efficient similarity search for RAG. B) Storing MP4 video files.

4. What is Few-Shot Prompting?

A) Providing examples within the prompt. B) Asking questions without context.

5. Context Window refers to:

A) Data the AI can "read" at once. B) The speed of the internet connection.

6. Standard status code for success?

A) 200 B) 404

7. A 'Polling' trigger means:

A) System checks data at intervals. B) Instant trigger via webhook.

8. Best tool for scraping dynamic JS sites?

A) Headless Browser (Puppeteer) B) Excel Power Query

9. JSON objects use:

A) Key-Value Pairs B) Markdown Tables

10. Benefit of Parallel Processing?

A) Runs multiple tasks at once. B) Increases security encryption.

11. Sequential vs Parallel workflow difference:

12. How 'Conditional Paths' improve AI agents:

13. Preventing 'Infinite Loops' in recursion:

14. Process of 'Data Cleaning' for AI:

15. Importance of 'API Rate Limiting':

16. Role of 'Environment Variables':

17. AI 'Fallback' mechanism logic:

18. YouTube-to-AI summary workflow:

19. Effect of 'Role Prompting' on AI:

20. Optimizing for 'Token Costs':

21. 'Human-in-the-loop' (HITL) logic:

22. Outline a Lead-Gen Blueprint: