Unlike traditional LLMs, Jev focuses on returning calibrated probabilities for classification rather than generating text. Version 1.14 also launched on OpenRouter, where pricing is held at $0.042 per million input tokens with no cost for output. This update introduces experimental multimodal capabilities, including image inputs, a new box API, and expanded context windows.
Wednesday, October 21, 2026
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Databricks Integrates Jev 1.14 to Speed Up AI Decisions by 200x
AI4 days ago
Real-time record classification and scoring now take between 70 and 500 milliseconds for users of the Lakehouse data platform. This latency reduction follows the deployment of TypeSafe's Jev 1.14, a structured decision model that Databricks says is 20 to 200 times faster and up to 400 times cheaper than standard large language models. The model is integrated via ai_classify and ai_decide functions, with security and monitoring handled by Unity Gateway.
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