Jev replaces generated text with typed decisions for software
TypeSafe AI’s Jev gives software structured decisions instead of generated text, so automation can consume model outputs without parsing a free-form reply. You send unstructured state, such as text or program data, plus questions, and Jev returns predefined values with probabilities and confidence scores in parallel. TypeSafe says it matches existing LLMs on System One tasks while being two orders of magnitude faster and more efficient; it is available in early access.