Jev introduces a new shape of LLM - System One, aka Decision Models
infonews
industry
Source: Simon Willison's WeblogSeptember 21, 2026
Summary
TypeSafe AI has released Jev, a new type of AI model called a 'System One' or 'decision model' that outputs numerical scores and confidence ratings instead of text. Unlike traditional language models, Jev takes unstructured data as input and returns floating-point numbers representing yes/no answers, category choices, or ratings, making it useful for tasks like spam detection, ranking, and classification at a very low cost.
Classification
Attack SophisticationModerate
AI Component TargetedModel
Affected Vendors
Monthly digest — independent AI security research
Original source: https://simonwillison.net/2026/Sep/21/jev/
First tracked: September 21, 2026 at 08:01 PM
Classified by LLM (prompt v3) · confidence: 72%