Water company spins out homegrown AI after LLMs failed it
… Rozum , from the Slavic word for "reason" and now an AI startup under Bednarski, is a model orchestration system that operates at inference time. It relies on an ensemble of commercial models, open weight models, and domain-specialized models. …