TypeSafe opens Jev with two-order efficiency claim

TypeSafe opened Jev in early access, claiming similar intelligence on its structured-decision tasks with two orders of magnitude (roughly 100×) more speed and efficiency than existing LLMs, the launch post says. Jev gives up string generation and returns typed probabilistic decisions, so the comparison applies to a narrower interface than a general chat model; TypeSafe’s claim that it cannot hallucinate still awaits independent testing. Teams evaluating Bolt Forge’s model trade-offs should treat Jev as a workflow component to benchmark, not a drop-in LLM replacement.