model strategy

A strategic decision with a clear default and specific reasons to deviate. The interviewer wants a framework grounded in evals, volume, constraints and team capacity.

A high-stakes strategic question where the answer is usually no, but not always. The interviewer wants the real goal behind the request, the economics, and a recommendation the CEO can accept.

A principal-level strategy question with business, ecosystem and safety dimensions. There is no universal right answer; the interviewer wants a decision framework tied to the lab's business model and the model's risk profile.

A principal-level question about competing when the core product's lead is temporary. The answer has to find durable advantages beyond the next benchmark: reliability, trust, ecosystem, products and enterprise depth.

Sovereignty wins procurement meetings, not renewals. Compete on local languages and voice, deployment control and open weights, use the public sector as the first channel, and track commercial revenue outside the subsidy.