Google

Verified interview challenge

Investigate confident but incorrect answers

Decide what to investigate when complaints rise but the nightly factuality benchmark stays flat.

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The challenge

A workplace-policy assistant is receiving more complaints about confident but incorrect answers, although its nightly factuality benchmark is flat. A recent release changed the model, retrieval ranking and citation display at the same time.

Before recommending a rollback, decide which customer evidence and release comparisons would separate these possible causes. Explain how each finding changes the response, including whether the issue is concentrated in a particular cohort.

What you'll practise

  • Conflicting signals

    Reconcile support reports and benchmark results with coverage and traffic changes.

  • Rollback judgement

    Link each finding to the component or cohort that needs action.

Your investigation workspacePreview
Assistant rollout incidentCase materials included in the full challenge
Your investigation

Explain which evidence you would inspect and what each result would change.

The complete brief and feedback are included with Full Access.