@milhouscc explains that Jev can return a Choice even when no category fits and a Box even when the target is absent. He recommends companion Noul/presence checks, treating confidence as distribution concentration not correctness, and keeping application policy separate from model output. Design reading of the docs, not a deployed benchmark.
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Jev can return a category even when none of your categories fits. It can return a bounding box even when the target is absent. That's an important API contract…
About this case
Guide. Milhous walks through Choice, Box, and Noul contracts from TypeSafe docs: winning within a candidate set does not prove fit; Box has no native not-found; Noul is a probability not a hard Boolean. Suggests parallel questions in one request and app-owned gates. Links docs for Choice, Box, and confidence. Attaches a diagram.
Original posthttps://x.com/milhouscc/status/2118507550962507947