System One launched Jev, a model restricted to structured typed output for tasks like classification, routing, and scoring, rather than general-purpose text generation.

It uses RLCD to emit calibrated confidence values per result, which the company labels "can't hallucinate." HN commenters challenged that framing, noting the model can still produce valid but incorrect values and that constrained LLMs already enforce structured output.