Structured Output

We Classified 1,852 Articles With Jev for $0.12. First-Pass Triage Just Got Too Cheap to Ration

We ran TypeSafe AI's Jev over all 1,852 Japanese articles on our own site. It took 49 seconds and, by the published price list, about $0.12. The interesting part of a model that writes nothing is not the speed. It is that first-pass triage stops being something you ration. Here are our measured numbers, what changes when the cost disappears, and 20 places the model fits.