Advanced level · Module 6: AI Capstone Project · Lesson 3 of 5
Testing and Red-Teaming
Evaluate accuracy and safety, red-team the system and fix the findings.
In this lesson you will
- Evaluate the system thoroughly
- Red-team and fix findings
Key concepts
task evaluationred-team findingsfixesretesting
The lesson
Run the full task evaluation, including multi-step tasks and refusal cases.
Red-team for injection, data leaks, misuse and bias, then fix and retest.
Summarise results honestly, including remaining risks.
Step by step
- Run the evaluation.
- Run the red-team exercise.
- Fix and retest findings.
- Write the test report.
Practice activity
Complete milestone 3: the evaluation and red-team report.
Expected result: A report with results, fixes and remaining risks.
Check your understanding
-
Which attack categories should the red team cover?
Show answer
For example injection, data leaks, misuse and bias.
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Why report remaining risks?
Show answer
So leadership can make an informed decision.
Taught live by an instructor — online or in person. Free course lessons are for self-study and do not lead to a certificate — see registration options.