Advanced techniques for expert results
Prompt engineering is already a paid career. You're learning it now.
Show the average job listing for "AI Prompt Engineer" — £60-120k salary. "This job didn't exist 3 years ago. Today you'll start learning it."
Masterclass challenge — 3 advanced tasks: (1) Use role prompting to get a genuinely expert-level explanation of a topic they're studying (cross-subject). (2) Use chain-of-thought to solve a logic puzzle step by step. (3) Use few-shot to get AI to write in their own writing style (give it 3 examples of their writing, then ask it to continue in the same style). Evaluate each output using the "output quality rubric" provided. Record all prompts and outputs.
Share the most impressive result. Class critiques: is it genuinely good, or does it just look impressive?
Core AI skills lesson — this will change how students use AI in every subject.
Advanced prompt log with 3 techniques demonstrated and outputs evaluated
Use advanced prompting to help with something real in your life. Document the conversation. Write: what technique worked best and why.
Prompt templates pre-written — students modify one element at a time
Research "prompt injection attacks" — how can malicious prompts hijack AI systems? Write a short security brief.