← Safety, Security & Governance / 25
expertNewAnthropicOpenAIGoogle DeepMind

A safety paper identifies a new agent failure. How do you turn the finding into requirements and a release decision?

Try it in the practice workspaceDraft your answer before comparing it with the rubric.

Translate a research result into a product-specific threat, a testable control and an operating plan with enough capacity to work.

Updated Nov 2026 · Original practice questions with worked answers and teaching rubrics. Our editorial policy explains the sources, review process and limits.

Case briefRead the inputs, then make your call

A research finding suggests an agent can be induced to send private content to an external destination. Your document assistant can propose sends. All operating figures are fictional.

Scenario inputs
Proposed load100 sends per day; 10% expected to need specialist review.
Review capacity12 minutes per review; 90 reviewer-minutes available daily.
Representative trialZero leaks in 400 independently sampled attempts under a fixed policy. Examine whether those assumptions hold.
Other evidenceAn adversarial test suite covers selected attack classes; it is not a random sample of production attempts.
Open questionsThe product-specific failure has not yet been reproduced, and enforcement of destination permissions needs verification.

Your task. Translate the finding into requirements, calculate review capacity and interpret the trial. Recommend a bounded release or restriction with explicit reversal criteria.

Translate a research result into a product-specific threat, a testable control and an operating plan with enough capacity to work.

This reference answer is in Premium. Free signup opens other answers.

9 answers per topic instead of 5, and your progress kept · no cardor unlock all 420 remaining answers
UP NEXT ON YOUR JOURNEY
NOTES & DISCUSSION · 0

No comments yet. How would you have answered?