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The AI safety check that runs on a laptop and nearly matched a 35B model

Summary by The New Stack
Guardrail selection has typically meant choosing between a purpose-built classifier and an LLM acting as a judge. Decision models such as TypeSafe AI’s Jev have added a third option, promising the flexibility of zero-shot policies without the cost of open-ended generation. TypeSafe launched Jev in mid-September with performance claims based on evaluations it designed and ran itself. Red Hat’s AI Safety team has now put all three approaches throu…

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The New Stack broke the news on Monday, October 5, 2026.
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