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4 HIGHLIGHTS
Diogo Almeida@CompleteSkepticLAUNCH POSTJev 런치 포스트
Diogo Almeida가 TypeSafe의 구조화된 판단 모델 Jev를 소개합니다. 런치 영상과 원문 스레드에서 접근 방식, 활용 사례, 제작자가 발표한 성능을 확인하세요.
2026-09-15 · Launch postView on X
A FIELD GUIDE TO JEV / VOL. 01
작은 판단.
커다란 가능성.
인터넷 곳곳의 Jev 프로젝트, 실용적인 가이드와 놀라운 아이디어를 한곳에서.
1,198개 자료16개 언어
THE OFFICIAL SIGNAL 4 HIGHLIGHTSDiogo Almeida@CompleteSkepticLAUNCH POST
TypeSafe AI@typesafeaiOFFICIALTypeSafe 공식 출시 발표
TypeSafe가 스텔스 모드를 마치고 Jev를 공개했습니다. Diogo Almeida의 런치 영상과 소개 스레드로 이어지는 공식 발표입니다.
2026-09-15 · TypeSafe AIView on X
TypeSafe AI@typesafeaiOFFICIAL대기 목록 없이 Jev 시작하기
TypeSafe가 대기 목록 없는 Jev 공개 접근을 발표했습니다. 공식 콘솔에서 앱에 사용할 구조화된 판단을 시작할 수 있습니다.
JEVLAB ART2026-09-20 · TypeSafe AIView on X
TypeSafe AI@typesafeaiOFFICIAL코드가 바로 사용할 수 있는 판단
TypeSafe가 Jev의 구조화된 출력을 소개합니다. 앱의 상태와 질문을 전달하면 확률·선택지·점수로 응답하며, 연결된 발표에서 Venice API 통합도 확인할 수 있습니다.
JEVLAB ART2026-09-18 · TypeSafe AIView on X
Launch Post부터 시작하세요. 공식 원문 4편을 살펴볼 수 있어요.
35 개 자료
요약·번역에 AI를 활용합니다. 원문과 성능 주장은 출처에서 확인하세요.
번역 요약4 주간 클릭
번역 요약
4 주간 클릭
Higgsfield AI 🧩Higgsfield 모델 라우팅
영상·이미지 생성 요청에 맞는 AI 모델을 Jev가 고르는 Higgsfield의 공개 데모입니다.
Decisions & routing
English
Decisions & routingEnglishSource-linked curation
Source-linked curation번역 요약4 주간 클릭
Kevin Grajeda프롬프트 난이도 분류기
입력 중인 프롬프트의 난이도를 평가하고, 간단한 요청에는 빠른 모드를 제안하는 데모입니다.
Decisions & routingEnglish
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OpenRouterOpenRouter’s Ori Eval
Jev demonstrated over 5x faster performance than other models in testing.
JEVLAB ARTDecisions & routingEnglish
EnglishSource-linked curation
Lomesh Dutta
Skill Router for Claude Code
An open-source project that helps select relevant Claude Code skills by prioritizing frequently used ones through Jev integration.
JEVLAB ARTDecisions & routingEnglish
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Misbah Syed
A page-by-page OCR router
A Jev-powered system that analyzes PDFs page by page to determine which require OCR processing.
JEVLAB ARTDecisions & routingEnglish
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Marc KöhlbruggeA computer assistant that listens
A 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.
JEVLAB ARTDecisions & routingEnglish
EnglishSource-linked curation
Hassan1kpapers
A project classifying 1,018 AI research papers using Jev, achieving low cost and fast processing for organizing academic work.
Decisions & routingEnglish
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Riley Brown500 emails for 3.5 cents
Jev classifies 500 emails quickly and inexpensively, demonstrating its efficiency in processing tasks.
Decisions & routingEnglish
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Nicholas Dunzelman
Scoring a frontier-AI essay
Jev evaluates the pacing of a frontier-AI essay written by @DarioAmodei.
JEVLAB ARTDecisions & routingEnglish
EnglishSource-linked curation
Vlad Dubchak
Scoring every shot in a video ad
A tool that scores video ad shots in 1.5 seconds using Maxfusion and Jev, processing over 450 ads in under three minutes.
JEVLAB ARTDecisions & routingEnglish
EnglishSource-linked curation
Justine MooreNatural-language search over Zillow
Jev enables natural language search for Zillow listings, classifying properties by non-standard filters.
Decisions & routingEnglish
EnglishSource-linked curation
Jiaqi Gujev-skill-router
A project using Jev for skill routing in an agent system, based on community development.
JEVLAB ARTDecisions & routing
简体中文
简体中文Source-linked curation
vogel
A codebase complexity classifier
A community post presents a codebase complexity classifier using Jev, aiming to address overengineered code.
JEVLAB ARTDecisions & routingEnglish
EnglishSource-linked curation
iagolastCompany invoices, classified for the books
A community example demonstrating how Jev can classify company invoices into accounting categories rapidly.
JEVLAB ARTDecisions & routing
Español
EspañolSource-linked curation
Box
Incident triage in Box
A community post about using Jev for incident triage in Box, returning boolean results with probabilities.
JEVLAB ARTDecisions & routingEnglish
EnglishSource-linked curation
Nakshatra Saxena
Tax document classification
Classifies tax documents using an LLM pipeline for efficient processing.
JEVLAB ARTDecisions & routingEnglish
EnglishSource-linked curation
Sabrina24,000 Hacker News posts in two minutes
A demonstration of Jev's capability to quickly categorize a large volume of Hacker News posts.
Decisions & routingEnglish
EnglishSource-linked curation
ZachiA real-time ad blocker
An ad blocker extension using AI for real-time classification and removal of ads.
Decisions & routingEnglish
EnglishSource-linked curation
번역 요약
Rob HallamSuperX와 함께 포스트 점수 매기기
Jev와 통합된 SuperX는 빠른 포스트 점수 매기기를 가능하게 하며, 61개의 질문을 1초 미만으로 분석하고 높은 바이럴 가능성 예측 정확도를 제공합니다.
Decisions & routingEnglish
EnglishSource-linked curation
x.comArbitrary classification as a primitive
Jev enables flexible, type-safe classification as a fundamental programming primitive.
JEVLAB ARTDecisions & routingEnglish
EnglishSource-linked curation
Hamilton UlmerDuckDB Jev classifier
DuckDB extension that classifies rows in CSV, Parquet, or DuckDB tables with Jev, about 10 seconds per 1,000 rows.
JEVLAB ARTDecisions & routingEnglish
EnglishSource-linked curation
x.comJev on OpenRouter
Jev is a System One model on OpenRouter that provides decisions with probabilities.
Decisions & routingEnglish
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corent
Corent model routing
Uses Jev to decide which AI model to use before generating output, based on prompt and quality requirements.
JEVLAB ARTDecisions & routingEnglish
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Fayaz Ahmed900 images in 40 seconds
An image classifier using OCR and Jev processes 900 images in 40 seconds.
Decisions & routingEnglish
EnglishSource-linked curation
Movez100,000 viral posts in 20.4 seconds
Analyzes 100,000 X posts in 20.4 seconds using 14 yes/no questions per post for viral potential assessment.
Decisions & routingEnglish
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Nikunj KothariScoring 3,000 kids’ snacks
A task using Jev to score 3,000 kids' snacks with multiple criteria in 28 seconds.
Decisions & routingEnglish
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Trinay HariA 26-sheet plan set in 2.9 seconds
A 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.
Decisions & routingEnglish
EnglishSource-linked curation
Nick Khamideepseek-v4.1-flash-jev
A demo showing how to make open source models behave like Jev using inference engineering and scoring endpoints for decision-making.
Decisions & routingEnglish
EnglishSource-linked curation
Chris McMaster
Live clinical-transcript classification prototype
A prototype that classifies symptoms and updates diagnoses using medical ontologies during live clinical consultations.
JEVLAB ARTDecisions & routingEnglish
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Vybhav
Hook panel A/B tester
Near-real-time scoring of TikTok and Instagram hooks against about 100 personas.
JEVLAB ARTDecisions & routingEnglish
EnglishSource-linked curation
Yum1,315 posts across eight dimensions
A community post detailing a dashboard that classifies X posts across eight dimensions using Jev for content research.
Decisions & routingEnglish
EnglishSource-linked curation
vogelTriage across 1,500 emails
A system tested on 1,500 emails for classification effectiveness. Demonstrates potential for automated email management.
Decisions & routingEnglish
EnglishSource-linked curation
x.comJev for security engineering
Jev offers structured decision-making for security workflows with high speed.
JEVLAB ARTDecisions & routingEnglish
EnglishSource-linked curation
Chris AdcockJev driving real Chrome from Grok Bot
Jev enables Grok Bot to control real Chrome for faster, automated tasks instead of slow look-and-click methods.
JEVLAB ARTDecisions & routingEnglish
EnglishSource-linked curation
identityTorn
Internal classifier field note
Matched-precision comparison against a private fine-tuned classifier.
JEVLAB ARTDecisions & routingEnglish
EnglishSource-linked curation