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What should I check when inspecting a sample of mismatch cases?

A checklist for reviewing a sample before wider use, covering hand-solving, automated consistency checks, shortcut tests, decoys, non-fix outcomes, document realism, disclosure resemblance and grader separation.

Run these checks on a small sample before deciding whether to widen scope.

- Solve several cases by hand and compare your reasoning with the labelled root causes and expected outcomes. - Run automated checks that totals balance, links resolve and dates fall in a sensible order. - Test a trivial strategy, such as trusting the newest record, and see how often it scores well. - Confirm that decoy explanations fail on the evidence supplied, rather than on knowledge outside the case. - Check that escalate, wait and no-action cases are present and follow from the stated policy. - Read the notes, emails and procedure text for domain-appropriate wording, formats and level of detail. - Search for details that resemble a specific organisation or person, since generation does not rule this out. - Confirm the grader file is separate from the model-facing view and cannot be read by the model.

Running these checks on a small sample is a cheap way to find weaknesses before committing to a larger release.

Audience:
Model labs
Content type:
Checklist
Buyer question:
How to evaluate it

Content release: r-a220eb6e099b243b

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