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Benchmarking AI decision models against traditional guardrails | Red Hat Developer

developers.redhat.com · first added by @jdorsey
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Decision models like Jev don't beat LLM-as-a-judge or traditional classifiers 168 pts · 75 comments · Oct 2026 168 pts · 75 comments · Oct 2026
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Gaurav-Gosain/jev-sec-bench: Blind security benchmarks for Jev, TypeSafe's System One model: prompt injection and vulnerable code detection, built on jev-go github.com github.com
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Jev vs. GPT-6 Luna vs. BERT: same accuracy, a fraction of the cost. ml6.eu ml6.eu
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Every decision model and LLM classifier we tested, compared with Jev hard-decisions.anth.us hard-decisions.anth.us
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dleemiller/crossingguard-nli-l huggingface.co huggingface.co
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t3rmin4t0r/critique-evals github.com github.com
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