DeepThinking AI

Tag

classification

Covered in Models & BenchmarksAI Engineering, where the background and the sources for this subject live.

How does Jev by TypeSafe AI actually work?

Jev posts state and a map of questions to one endpoint and returns typed answers carrying probabilities. TypeSafe claims 0% type errors, which is a guarantee about schema conformance rather than about correctness. A noul of 0.95 is a well-formed number that can still be wrong about the thing it scored.

3 min read

AI Engineering

How do you model a classification problem with Jev?

Jev answers noul, choice and score questions. Choice caps at 255 options and score at 10 levels, and both return a confidence derived from their probability distribution. Noul returns no confidence field at all, because the probability it hands back already describes the uncertainty. Modelling the problem means picking among those three.

4 min read