A FIELD GUIDE TO JEV / VOL. 01
Лучшее о Jev: реальные проекты, практические руководства и идеи со всего интернета.
THE OFFICIAL SIGNAL 4 HIGHLIGHTS
Diogo Almeida@CompleteSkepticLAUNCH POSTДиогу Алмейда представляет Jev, структурированную модель принятия решений TypeSafe. Посмотрите фильм о запуске и изучите оригинальный тред для подхода модели, примеров и отчетов автора о производительности.
TypeSafe AI@typesafeaiOFFICIALОфициальное объявление запуска TypeSafe знакомит с лабораторией и направляет разработчиков к Jev. Включает фильм о запуске Диогу Алмейды и оригинальное введение.
TypeSafe AI@typesafeaiOFFICIALTypeSafe объявляет о публичном доступе к Jev без списка ожидания. Официальный консоль — это отправная точка для тестирования типизированных решений в собственном приложении.
JEVLAB ARTTypeSafe AI@typesafeaiOFFICIALTypeSafe подчеркивает подход Jev с типизированным выводом: приложения предоставляют состояние и вопросы, затем действуют на основе вероятностей, выборов или оценок. Связанное объявление также касается интеграции API Venice.
JEVLAB ARTStart with the Launch Post. Explore four official signals.
35 материалов
AI-assisted summaries and translations. Check original sources for context and performance claims.
Higgsfield AI 🧩Демонстрация, в которой Jev выбирает наиболее подходящие искусственные интеллектуальные модели для задач генерации видео и изображений на Higgsfield.
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Kevin GrajedaКлассификатор, оценивающий сложность промпта в реальном времени, позволяющий использовать быстрый режим для простых промптов для улучшения взаимодействия с пользователем.
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Rob HallamИнтеграция SuperX с Jev позволяет быстро оценивать посты, анализируя 61 вопрос на пост за менее секунды с высокой точностью прогнозирования вирусного потенциала.
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Uses Jev to decide which AI model to use before generating output, based on prompt and quality requirements.
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An open-source project that helps select relevant Claude Code skills by prioritizing frequently used ones through Jev integration.
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A Jev-powered system that analyzes PDFs page by page to determine which require OCR processing.
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SabrinaA demonstration of Jev's capability to quickly categorize a large volume of Hacker News posts.
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Classifies tax documents using an LLM pipeline for efficient processing.
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A tool that scores video ad shots in 1.5 seconds using Maxfusion and Jev, processing over 450 ads in under three minutes.
JEVLAB ARTEnglishSource-linked curation
Hamilton UlmerDuckDB extension that classifies rows in CSV, Parquet, or DuckDB tables with Jev, about 10 seconds per 1,000 rows.
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Marc KöhlbruggeA real-time computer assistant using Jev and local Whisper to process voice input, classify actions, and interact with the screen through a Swift app for accessibility.
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YumA community post detailing a dashboard that classifies X posts across eight dimensions using Jev for content research.
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x.comJev is a System One model on OpenRouter that provides decisions with probabilities.
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Jev evaluates the pacing of a frontier-AI essay written by @DarioAmodei.
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HassanA project classifying 1,018 AI research papers using Jev, achieving low cost and fast processing for organizing academic work.
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A prototype that classifies symptoms and updates diagnoses using medical ontologies during live clinical consultations.
JEVLAB ARTEnglishSource-linked curation
A community post about using Jev for incident triage in Box, returning boolean results with probabilities.
JEVLAB ARTEnglishSource-linked curation
Matched-precision comparison against a private fine-tuned classifier.
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Nick KhamiA demo showing how to make open source models behave like Jev using inference engineering and scoring endpoints for decision-making.
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ZachiAn ad blocker extension using AI for real-time classification and removal of ads.
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MovezAnalyzes 100,000 X posts in 20.4 seconds using 14 yes/no questions per post for viral potential assessment.
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Justine MooreJev enables natural language search for Zillow listings, classifying properties by non-standard filters.
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A community post presents a codebase complexity classifier using Jev, aiming to address overengineered code.
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Nikunj KothariA task using Jev to score 3,000 kids' snacks with multiple criteria in 28 seconds.
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x.comJev enables flexible, type-safe classification as a fundamental programming primitive.
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Riley BrownJev classifies 500 emails quickly and inexpensively, demonstrating its efficiency in processing tasks.
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OpenRouterJev demonstrated over 5x faster performance than other models in testing.
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vogelA system tested on 1,500 emails for classification effectiveness. Demonstrates potential for automated email management.
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Fayaz AhmedAn image classifier using OCR and Jev processes 900 images in 40 seconds.
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iagolastA community example demonstrating how Jev can classify company invoices into accounting categories rapidly.
JEVLAB ART
EspañolSource-linked curation
Jiaqi GuA project using Jev for skill routing in an agent system, based on community development.
JEVLAB ART
简体中文Source-linked curation
Trinay HariA 26-sheet construction plan set was classified in 2.9 seconds using Jev with an LLM pipeline, costing $0.0052 and matching GPT-4.1 and GPT-6 Astra performance.
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x.comJev offers structured decision-making for security workflows with high speed.
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Near-real-time scoring of TikTok and Instagram hooks against about 100 personas.
JEVLAB ARTEnglishSource-linked curation
Chris AdcockJev enables Grok Bot to control real Chrome for faster, automated tasks instead of slow look-and-click methods.
JEVLAB ARTEnglishSource-linked curation
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4 HIGHLIGHTS
ПЕРЕВОД
4 clicks / 7d
Decisions & routing
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