Question 175
CCA-F is a newly released exam. These practice questions reflect our best current understanding — the exact wording and question formats may change in the live exam until the certification matures. Use them to learn the concepts, not to memorize.
Scenario: Conversational AI Architecture Patterns - A research assistant synthesizes market figures and reports a single growth rate. Two underlying sources actually disagree: Source A (2023) says 10% and Source B (2024) says 15%. The assistant currently labels this a "contradiction" and picks one value arbitrarily. What is the correct handling?
- AAverage the two values to 12.5% and report a single number.
- BAlways pick the higher value, since a larger figure is more impressive.
- CDiscard both values because the sources disagree.
- DPreserve both values with their publication dates and attribution; the difference may reflect change over time, not a contradiction.