Question 114
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: Context Management and Reliability - When aggregating a long report, key findings placed in the middle of a large block of text are sometimes missed by the model, while the same details at the top or bottom are reliably used. Which phenomenon is this, and how do you mitigate it?
- AThe lost-in-the-middle effect; place key findings at the start (and action items at the end) of the aggregated input.
- BToken starvation; simply raise `max_tokens`.
- CSchema drift; enforce a stricter JSON Schema.
- DTool overload; reduce the number of tools.