TypeSafe AI released Jev, a specialized model that answers typed questions in parallel without generating text, sparking rapid adoption in browser agents, trading, and robotics. Unlike general-purpose LLMs, Jev provides calibrated probabilities and schema-constrained outputs, representing a shift toward specialized decision primitives optimized for specific tasks rather than conversational AI.