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  1. New arXiv papers introduce 'System One Decision Models' for education and defect detection — arXiv cs.CL
  2. Build an Automatic AI Accountant With Muse, Unsiloed, and Jev — DEV Community — AI
  3. Document Review With Unsiloed and TypeSafe Jev — DEV Community — Machine Learning
  4. 🚀 Jev-style decisions for IMAGES are here: Fovea-4B, an open 4B model leading on ImageJev tasks (Apache-2.0) — r/singularity
  5. Jev by TypeSafe vs Small LLMs: Accuracy, Speed and Cost per Decision (2026 Benchmark) — DEV Community — Machine Learning
  6. QuantDinger Jev Filter Backtest: 0 of 1,324 — DEV Community — AI
  7. GLiNER2 vs an LLM: I tested both on 640 labelled examples — DEV Community — Machine Learning
  8. New arXiv paper proposes CausalGrade for scoring candidate causal graphs — arXiv stat.ML

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