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Local Decision Models -- Jev & CLM -- The SOC's Alternative to Chat-Model AI
How to train INSANELY fast JEV Decision Models from scratch (architecture deep-dive)
JevHarness GitHub Architecture: Typed Decisions, GEPA Reflection, and Runtime Speed
llm-d-router GitHub Explained: How KV-Cache-Aware Routing Picks AI Endpoints
Jev: Fast Decision Models for AI Workflows
Decision Models Explained: Beyond the Hype
Intelligent local model routing is coming to GitHub Copilot
CLM GitHub Explained: Dual-Process Decision Scoring and Action Caching
Jev and Laya Explained: Decision Models vs LLMs
JEV, Laya and Decision Models in Heym
Liquid AI vs Jev: When Decision Models Can See and Hear
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Last Updated: October 17, 2026
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Summary
When building pipelines that classify, Most SOCs assume the only way to get AI triage on SIEM alerts is a massive chat- In this video, we explore Jev, a new kind of AI Does your AI need to write an answer, or just make a TypeSafe AI's Jev and Convai's Laya bring dedicated What happens when AI can see, hear, and make decisions right on a device? Liquid AI's new open-weight
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