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Our New Proofreader Can't Write a Single Word

This story is from 2026-10-07. It is preserved in the archive; the latest stories are on the live feed.

We had an AI that only answers yes or no reread every rule we publish. Here is how that went. Last week TypeSafe released Jev , an AI model that can't write. You give it some text and a list of questions, and it answers with things like "yes, 0.96" or "option B." It won't summarize the text or expl…

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  1. 2026-10-07 00:40 · DEV Community — AI
    Our New Proofreader Can't Write a Single Word

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  1. A planted "P.S." fooled Jev, TypeSafe's new decision model. A boring rule caught it. — r/PromptEngineering
  2. llm-openai-decisions 0.1a0 — Simon Willison's Weblog
  3. Testing Jev in an online-learning environment — r/reinforcementlearning
  4. Why Jev Is Changing How We Build With AI with Diogo Almeida - #779 — TWIML AI Podcast
  5. I trained a model to be wrong 98% of the time and 96% sure about it. It took three tries. — r/LocalLLaMA
  6. JEV vs LLM as a Judge: The AI Evaluation Comparison — Analytics Vidhya
  7. General Decision Models: Benchmarking and Insights Beyond Jev — arXiv cs.CL
  8. Jev: Decision Models on Trial — Cisco AI Blog

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