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Jev 1.13 in Practice: I Tested a Decision Model Against Rules and a Local LLM

Community description: A frozen synthetic held-out set compared deterministic rules, Ollama, and Jev 1.13. See the metrics, latency, cost, and limits of the experiment.

Dev.to | Sep 23, 2026 | marcelotaparelli

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Jev 1. 13 got every category classification right in my held-out set: 1. 0000 category accuracy. The same experiment measured 0. 9857 priority accuracy and 0. 9571 risk accuracy. Jev got the full category, priority, and risk tuple right in 66 of 70 cases (0. 9429).

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