Jev and CodeGraph for security review
The typesafe-security-review project combines Jev’s probability judgments with a code graph and OWASP/CWE data for low-cost security scanning.
Jev Delivers 5x Cheaper and More Accurate Security Pipeline Results
A user shares experience using Jev in a security pipeline: over 5x cheaper, faster, and more accurate than smaller, dumber models.
these are results of using jev on one of our security pipelines. we already have to use smaller (and dumber) models to make it economic and this model does it over 5x cheaper, faster and while maintaining much higher accuracy. i don't normally hype over new model releases but
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Independent Evaluation of Jev on AI Security Validation Sets
The author compares Jev with other models on their own AI security validation set, an independent hard benign benchmark, and a third-party hard benign benchmark, concluding Jev is far from bad but not production ready and not air gapped.
