Compare the system's outputs on a test set for disparate results

Key facts

Human involvement
YellowClose supervision
How AI is used
From a lawyer-approved test set, tabulate outcomes by the attributes the lawyer has listed and mark unexplained differences.
What the lawyer must review
  • Treat differences as a reason to enquire, not a discrimination finding
  • Handle protected attributes lawfully
Written for / version
US

Open a jurisdiction version of this task to see which instruments apply: US

Who does what

Who does what
RoleWhat they do
AssistanceFrom a lawyer-approved test set, tabulate outcomes by the attributes the lawyer has listed and mark unexplained differences.
LawyerSet the scope, supervise the work closely, verify every part relied on, resolve omissions and exceptions, and approve the exact output.

Checklist

  1. Confirm the output against the client’s instructions and the complete relevant source material, including omissions or contradictions.
  2. Verify every relied-on citation, figure and name against the source document.
  3. The responsible lawyer approves the exact version before use.

Forms and precedents for this task

Forms and precedents for this task
Form or precedentKindAI useSummary
Record of a test for different results across groupsChecklistAI use YellowRecord of a test, designed by the principal, comparing a system's outputs across groups the principal has chosen, with the outputs tabulated and the conclusion left to the principal.

Signed-in accounts can read the full text of each one. All precedents.

Sources

Confirm the required checking with the responsible lawyer before work starts. The checking approach does not establish permission to use AI.

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