フリー問題

Claude Certified Developer – Foundations のフリー問題 14 / 20 問目

問題文

A document pipeline has three steps: detect the document type, extract fields, and resolve conflicts between extracted values and the existing record. The first two are high volume and mechanical; the third is infrequent and requires judgment. What is the most cost-effective arrangement?

選択肢

  1. Use the strongest grade for detection since an early mistake propagates, and the cheapest for the rest.
  2. Use a fast, inexpensive grade for detection and extraction, and a stronger grade only for conflict resolution, since grade can be chosen per step rather than per application.
  3. Use the cheapest grade for all three steps and add more examples to the conflict resolution prompt.
  4. Use the strongest grade for all three steps to keep the pipeline consistent.

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