Decision models like Jev don't beat LLM-as-a-judge or traditional classifiers

Why Decision models like Jev don't beat LLM-as-a-judge or traditional classifiers matters

Teams evaluating decision models like Jev for AI guardrails and filtering should understand that LLM-as-a-judge approaches and traditional classifiers remain competitive or superior, affecting architecture choices for production AI systems.