Evaluate a decision using relevant criteria and evidence.
A decision system may disadvantage a group when its criteria or data omit relevant circumstances. Fairness needs context: identify the purpose, affected people, relevant criteria and opportunities to challenge errors. Do not use a protected trait as a shortcut for a person’s capability. Use entirely fictional cases in this exercise.
Notebook: write your corrected or unresolved conclusion, the evidence you actually checked, and a reflection. Do not include passwords, identity documents or private information. Original BrainCheck companion content, BCAI-v1.