Exam CCA-F Topic 1 Question 89 Discussion

Actual exam question for Anthropic's CCA-F exam
Question #: 89
Topic #: 1
An AI extraction system processes thousands of financial documents. The dashboard displays an impressive 96% overall aggregate accuracy. However, downstream teams complain about frequent errors. What is the most likely oversight in the review and monitoring design?

Suggested Answer: B Vote an answer

A heavily tested exam concept is that aggregate accuracy metrics can hide critical failures in specific subsets of data (stratified metrics). Tracking accuracy per document type and field is essential before automating high-confidence extractions.

by Charlotte at Oct 15, 2026, 06:36 AM

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