A long-context model answers correctly without retrieval on benchmarks but fails in production. How would you decide what to keep?

Instruction: Explain how you would decide between long-context prompting and explicit retrieval.

Context: Tests how the candidate diagnoses the problem, chooses the safest next step, and reasons through recovery. Explain how you would decide between long-context prompting and explicit retrieval.