Choice
Pick one named option. Returns the key, full probability map, and confidence.
typesafe-ai/jev returns Choice, Score, and Boolean answers with probabilities.
High confidence → auto-suggest; low confidence → human queue. Suggestions only — never money or refunds.
Pick one named option. Returns the key, full probability map, and confidence.
Place state on an ordered rubric. A level index — not an accuracy promise.
Keep act / confirm / human bands in your code. Calibrate on your labeled data.