@digitalsamaritan: Jev Explained in 40s… This new viral AI model from TypeSafe AI makes automated workflow decisions up to 400x cheaper and 200x faster than frontier LLMs 🚀 What is Jev? Built by TypeSafe AI (founded by former OpenAI researcher Diogo Almeida), Jev is the first public "System One" model. Inspired by Daniel Kahneman's Thinking, Fast and Slow, Jev skips word-by-word text generation entirely. Instead, it processes data in a single parallel pass to return instant, non-autoregressive decisions. What can you do with it? Because Jev outputs direct schema choices rather than text, it has a 0% type-error rate and cannot hallucinate text format. You can call its API for $0.042/M tokens (with free outputs) to scale automated tasks like: * Lead scoring & CRM routing * Sentiment & review classification * Real-time ad & content performance categorization * High-speed game state & decision-tree logic What can you not do with it? * No open-ended text or chat: It won't write emails, essays, or code—it strictly checks bounded decision choices. * No step-by-step reasoning: It gives you a decision and a confidence score, but no written rationale or explanation. * High-stakes tasks with zero tolerance for variance: It incurs a ~7–10% accuracy drop compared to massive System 2 models (like GPT-5/6 or Claude). Who should use it and when? * Who: Developers, automation engineers, and founders scaling high-volume API pipelines. * When: Use it when speed (70–500ms latency) and massive cost savings are top priorities, and your decision space has fixed, known options. #A#AIT#TypeSafeAIJ#JevS#SystemOneModelM#MachineLearning

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Monday 21 September 2026 02:48:43 GMT