DOMAIN 221% of the exam
Output Evaluation and Validation
The exam's largest domain: evaluate Claude's output for accuracy, spot hallucinations and bias, and know when human review is required.
- 2.1Evaluating Outputs for Accuracy and Completeness
- 2.2Identifying Hallucinations, Inconsistencies and Bias
- 2.3Fact-Checking and Validation Techniques
- 2.4When Human Review or Additional Verification Is Required
- 2.5Editing, Adapting and Comparing Outputs for the Audience
- 2.6Curating Information and Selecting Output Formats
How others did on this domain
40%
The median score on this domain across 339 first attempts at the CCAO-F mocks. Half scored between 0% and 70%.
See where you would land
6 full-length mocks of 60 questions in 120 minutes, each scored out of 1,000 against the real pass mark.