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  1. A label-redefinition suffix moved our security classifier more than a length-matched neutral sentence — r/PromptEngineering
  2. Adding a benign shell action changed our content-injection score from 0.00 to 0.96 — r/deeplearning
  3. Our security model scored 98–100% on action checks in validation. A few hand-written scenes exposed the gap. — r/learnmachinelearning
  4. Decision Systems, eDiscovery, Litigaze + More — Artificial Lawyer
  5. Everyone's building Jev projects for coding. I don't think that's what it's for. — r/AI_Agents
  6. Jev-like decision models are flooding the AI market, after researcher claims TypeSafe copied their research — Tom's Hardware
  7. TypeSafe AI Secures $870M at $7.5B Valuation as Non-Text Jev Model Gains Rapid Enterprise Adoption — AI Insider
  8. We ran some benchmarks comparing Jev against ML/sklearn — r/datascience

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