Tools and materials
- Prompt console
- Output comparison wall
- Bias checklist
- Evaluation terminal
Artificial Intelligence, Data and Emerging Technologies
AI Prompt Engineering Lab
Improve a weak prompt, compare outputs, spot hallucinations and missing context, and produce a cleaner decision-ready response.
Virtual room
AI operations room with workstations, model boards, prompt console, and evaluation wall
Flags vague instructions, hidden assumptions, weak context, shallow evaluation, and formatting misses.
Task sequence
- Read mission brief
- Run prompt variants
- Flag output weaknesses
- Rewrite the prompt
- Submit evaluation report
Score criteria
- Prompt clarity
- Output diagnosis
- Reasoning quality
- Proof record quality