Frontier AI Technical Interview Question Bank

Topic tags
Communication

Reported interview periodNot available

Half the team

What you would cut if the team lost half its people.

Practice focusHiring-manager round. Half the team is gone next month. Stay on one project. First, list the work you stop and the work you keep, with the reason for each. Then the interviewer asks who you tell first and what you say in the first minute. Include the sentence, and include one promise you will not make. Then they ask what you would measure two weeks later to know the cut was the right one. Answer with one measurement.

Free practice

Topic tags
Storage & state
Reliability
ML / AI
Product design
Communication

OpenAIHiring managerHalf AI-generated

Discussion / designResponse prompt

Reported interview periodNot available

Product judgment under ambiguity

A team can improve model quality, reduce latency, or make failures easier to understand, but can fund only one this quarter. Choose a direction, state the users and evidence behind it, and define what would inv…

Practice focusPreparation - Write the user or stakeholder, the constraint, and the decision in one sentence each. - Choose one measurement or observable fact that can support the answer. - Name one alternative and the reason it was not selected. Review checklist 1. Did I state the concrete constraint before describing the solution? 2. Did I separate my own decision and work from the team's work? 3. Did I name evidence or a measurement rather than relying on confidence? 4. Can I answer every follow-up without changing the original facts? Staged follow-ups 1.…

Public brief

Topic tags
Communication

OpenAIHiring manager

Discussion / designResponse prompt

Reported interview periodNov 2025–Sep 2026

Motivation and impact conversation

Prepare a concise answer to each question:

Practice focus1. Why are you interested in this company and role now? 2. Which parts of the organization’s mission and work connect to your experience? 3. What positive and negative effects could advanced AI have on society? 4. How do safety and alignment considerations influence the way you build products or conduct research? 5. Describe one project that best demonstrates your judgment, ownership, and ability to learn. Use specific evidence from your own work. State your reasoning and trade-offs rather than relying on generic mission language.…

Public brief

Topic tags
Communication

Hiring manager practiceHiring managerAI-generated

Written response30–45 min

Reported interview periodN/A

Defend your role fit

Connect motivation and scope to evidence from your work, then handle gaps, priorities, and expectations directly.

Practice focusMotivation, Role fit, Scope, Self-awareness, Questions through a written response exercise.

Public brief

Topic tags
Communication

Hiring manager practiceHiring managerAI-generated

Written response30–45 min

Reported interview periodN/A

Negotiate an ambiguous role scope

Practice aligning a broad research-engineering role with evidence, boundaries, first-quarter priorities, and questions for the manager.

Practice focusRole fit, Prioritization, Scope, Self-awareness, Manager questions through a written response exercise.

Public brief

Topic tags
Reliability
Communication

Hiring manager practiceHiring managerAI-generated

Written response30–45 min

Reported interview periodN/A

Choose between two urgent priorities

Practice making a visible priority call when reliability work and a strategic launch compete for the same team.

Practice focusPrioritization, Trade-offs, Risk, Stakeholder communication, Decision review through a written response exercise.

Public brief

Topic tags
Product design
Communication

Hiring manager practiceHiring managerAI-generated

Written response30–45 min

Reported interview periodN/A

Resolve a cross-functional disagreement

Practice turning a research, product, and infrastructure disagreement into an owned decision without flattening the real risks.

Practice focusDisagreement, Decision rights, Cross-functional leadership, Escalation, Communication through a written response exercise.

Public brief

Topic tags
Reliability
Communication

Hiring manager practiceHiring managerAI-generated

Written response30–45 min

Reported interview periodN/A

Own a consequential failure

Build a precise account of a failed technical decision, your personal responsibility, the recovery, and the later behavior that changed.

Practice focusOwnership, Failure analysis, Recovery, Reflection, Trust repair through a written response exercise.

Public brief

Topic tags
Communication

Hiring manager practiceHiring managerAI-generated

Written response30–45 min

Reported interview periodN/A

Increase a team’s leverage

Practice showing how you improved a team’s decisions or delivery beyond the output of your own individual work.

Practice focusLeadership, Delegation, Mentorship, Team systems, Impact through a written response exercise.

Public brief

Topic tags
Communication

Hiring manager practiceHiring manager

Written response20 minutes

Reported interview periodN/A

Half the team

What you would cut if the team lost half its people.

Practice focusPriorities, A hard conversation through a written response exercise.

Frontier AI technical interview question bank.

Frontier AI technical interview question bank.

Half the team

Product judgment under ambiguity

Motivation and impact conversation

Defend your role fit

Negotiate an ambiguous role scope

Choose between two urgent priorities

Resolve a cross-functional disagreement

Own a consequential failure

Increase a team’s leverage

Half the team

Half the team

Product judgment under ambiguity

Motivation and impact conversation

Defend your role fit

Negotiate an ambiguous role scope

Choose between two urgent priorities

Resolve a cross-functional disagreement

Own a consequential failure

Increase a team’s leverage

Half the team