Decision models emerge as Jev, GLiDE and others turn text judgments into probabilitiesMachine translation

Decision models take text and predefined questions and return choices, scores or probabilities for tasks such as classification and routing. TypeSafe AI offers Jev through a hosted API; Fastino Labs offers GLiDE through an API and GLiNER2.5-Decide as open weights that can run locally. These models cannot generate summaries or explanations, and the performance figures cited come from different test suites and should not be compared directly.