Our summary
This guide explains how to test Jev, an AI tool that chooses from options rather than writing an answer. People use it to sort incoming documents or flag messages. Setting a cutoff rule helps decide when the software should act automatically and when a person needs to check it.
The software estimates how likely each choice is. You test different cutoff numbers using examples you already know the answers to. A higher cutoff means the software makes fewer mistakes, but it also sends more uncertain cases to human workers for a manual review.
This is useful for teams building automatic sorting systems. You must test the software with your own real examples to find the right balance, and you cannot treat a grading score as a guarantee of success.
Key takeaways
- Measure mistakes only among the cases the software actually sorts automatically.
- Keep some tested examples separate to do a final check on your rules.
- Do not treat a converted grading score as a percentage chance of success.