TypeSafe Jev: Probabilistic Safety Classification

TypeSafe's Jev is a probabilistic model that accelerates safety classification tasks, outperforming traditional methods and preventing hallucinations.
Pattern↑ State to typed decisions for software
Your agent's guardrail is a frontier LLM judging every action. TypeSafe's Jev — probabilities, not prose — ran Vercel's safety classifier 5–18x faster, and can't hallucinate by construction.
ideabosque.com/library/typesafe-jev-third-
#AIAgents #ModelRouting x.com/ideabosque/status/210192480476089160
