Behavioral question

Researchers believe a new multimodal capability is safe enough to launch because internal evals look strong, while policy and trust teams believe the downstream misuse risk is still too high. How would you drive a decision across those disagreeing groups, and what evidence and escalation process would you use to reach a launch recommendation?

Practice this question out loud. An AI interviewer asks it, follows up like a real interviewer would, and scores your answer. Type or speak.

What this question tests

Cross-functional conflict resolution and decision-driving skill when technical evidence and qualitative risk judgment genuinely disagree.

Situation: describe a real or realistic case where research's internal evals showed strong results while policy and trust flagged downstream misuse concerns evals do not capture well.
Task: state the role of driving the group to an actual decision rather than letting the disagreement stall indefinitely.
Action: bring both sides' evidence into a shared framework, explicitly naming what the evals measure well, like capability, and what they miss, like real-world misuse patterns.
Action: propose gathering additional targeted evidence, like a narrow, monitored limited release, to test the specific misuse concern rather than resolving the disagreement through internal debate alone.
Result: describe reaching a recommendation, ideally a staged or conditional launch, and the escalation process used, like a defined decision-making body, if disagreement persisted.
Reflection: what this taught about combining quantitative evals with qualitative risk judgment in future launch decisions.

Names the specific limitation of internal evals directly, that they measure capability well but not necessarily real-world misuse, showing genuine understanding of why the two sides disagreed.
Proposes a concrete resolution mechanism, a narrow monitored release to generate real evidence, rather than just picking a side based on authority or persuasion.
Describes an actual escalation process or decision body used when disagreement persists, showing this was handled systematically, not through personal willpower.
Reflects with a genuine lesson about combining eval data and qualitative safety judgment, not a generic statement about the importance of collaboration.

Describing simply overriding one side's concerns based on authority or urgency, without addressing the substance of the disagreement.
Vague conflict resolution with no concrete mechanism, evidence-gathering step, or escalation process described.

What would you have done if the limited release also showed ambiguous results?
How do you decide when policy's qualitative concern should override a strong quantitative eval result?