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.
1 198 материалов
AI-assisted summaries and translations. Check original sources for context and performance claims.
Jev selects legal moves in a game of chess, compared to reasoning models.
JEVLAB ART
EnglishSource-linked curation
LaneBreak — support ticket priority+routing via TypeSafe Jev.
JEVLAB ARTEnglishSource-linked curation
Jev processes natural language with structured outputs and confidence levels, but it is not a traditional large language model.
EnglishSource-linked curation
Play ten browser games from the screen with a 0.8B open model that returns a probability over the game's legal moves in one forward pass, no text generated.
JEVLAB ARTEnglishSource-linked curation
Compare GPT generated language with JEV structured Noul decisions on the same input.
JEVLAB ARTEnglishSource-linked curation
A Chrome extension that organizes bookmarks using user-defined rules for categorization.
JEVLAB ARTEnglishSource-linked curation
English full-duplex voice control for macOS with OpenAI Realtime, native Accessibility, and Jev.
JEVLAB ARTEnglishSource-linked curation
x.comJev differs from LLMs by evaluating predefined decisions directly, enabling parallel processing of independent questions.
EnglishSource-linked curation
A local computer-use fast path for Codex and Waku, designed for developers.
JEVLAB ARTEnglishSource-linked curation
Скилл для агентов Letta: суждения по критериям через TypeSafe System One (Jev).
JEVLAB ARTEnglishSource-linked curation
A code search tool for agents to find behavior patterns instead of text strings.
JEVLAB ARTEnglishSource-linked curation
Shady Town: social-deduction party game for the living room TV, moderated by TypeSafe Jev.
JEVLAB ARTEnglishSource-linked curation
Ruby client for typesafe.ai.
JEVLAB ARTEnglishSource-linked curation
hanzAn experiment to enable Jev to perform dogfighting, with ongoing improvements.
EnglishSource-linked curation
Pull request adding Jev to station-suggestion reranking in the TrainLCD transit app.
JEVLAB ARTEnglishSource-linked curation
Small game that tests how Jev handles unknown input.
JEVLAB ARTEnglishSource-linked curation
Marcus LoweA tool using Jev to make copy-paste interactions smarter by deciding content based on context.
EnglishSource-linked curation
Pierre-Eliott LallemantJev analyzes outreach messages to identify signals that lead to booked demos, improving campaign performance.
EnglishSource-linked curation
A developer project that selects applicable rules for Claude, ensuring only relevant information is shown.
JEVLAB ARTEnglishSource-linked curation
A developer project that uses Jev as a sensor to control access to agent tools, enhancing security and functionality.
JEVLAB ARTEnglishSource-linked curation
Not every coding task needs your best model. Experimental Jev-powered model routing for Claude Code — V3 prototype runs today, V4 routes at the task boundary.
JEVLAB ARTEnglishSource-linked curation
Matthew BermanJev analyzes 724 live ads from 37 brands in 40 seconds, breaking down their elements and formats.
EnglishSource-linked curation
Eval of Jev turning free-text player intent into typed server actions: 96% agreement, 317 ms median.
JEVLAB ARTEnglishSource-linked curation
A fire evacuation simulation where each person makes Jev-style decisions.
JEVLAB ARTEnglishSource-linked curation
Talk to your Mac. Local whisper.cpp + one Jev (TypeSafe) call per command + macOS automation.
JEVLAB ARTEnglishSource-linked curation
Nick KhamiA demo showing how to make open source models behave like Jev using inference engineering and scoring endpoints for decision-making.
EnglishSource-linked curation
Agent skill: design judgment-assisted systems with TypeSafe Jev (System One). Maps Choice/Score/Noul onto decision theory, reranking, and routing. Composition algebra, question design, validation gates. MIT.
JEVLAB ARTEnglishSource-linked curation
Jev successfully played and won a match in the game Clash Royale.
JEVLAB ARTEnglishSource-linked curation
Ruby client for decision models such as Typesafe Jev.
JEVLAB ARTEnglishSource-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
DuncanEphraim Duncan's demo where Jev decides which model should serve a request.
EnglishSource-linked curation
An agent that plays Tetris with rapid decision-making capabilities. Shows potential for real-time game automation.
JEVLAB ARTEnglishSource-linked curation
Does a TypeSafe Jev rerank beat embedding search? Graded relevance eval (9,831 pairs, 164 zh/en queries) over the Agent Skills Hub catalog, with the judge-circularity bias measured.
JEVLAB ARTEnglishSource-linked curation
Hiroyuki OtaJev plays Puyo Puyo. A community post describing an experiment where Jev makes decisions in a game by evaluating board states and strategies.
日本語Source-linked curation
A pi extension that exposes TypeSafe (Jev, System One) judgments as five pi tools, so a model can make narrow semantic judgments while your code and your users keep control of thresholds, weights, and actions.
JEVLAB ARTEnglishSource-linked curation
ОФИЦИАЛЬНОTypeSafe AIOfficial TypeSafe reference: JavaScript SDK.
JEVLAB ARTEnglishSource-linked curation
Jev controls a city's traffic in a simulation project.
JEVLAB ARTEnglishSource-linked curation
Reduces context usage by 30-55% through Jev-based compaction for OMP agents.
JEVLAB ARTEnglishSource-linked curation
x.comProposal for custom Jev-style models to optimize agent workflows. Could reduce computational costs in decision-making processes.
JEVLAB ARTEnglishSource-linked curation
Rust client for the TypeSafe System One API (Jev).
JEVLAB ARTEnglishSource-linked curation
A tool enhancing zsh autosuggestions with Jev-based ranking instead of prefix matching.
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
Jev (TypeSafe System One) × ASReview SYNERGY abstract screening demo — Choice/Noul vs gold labels.
JEVLAB ARTEnglishSource-linked curation
Browser extension that reads the YouTube caption track and paints a per-segment sponsor probability on the seek bar before the intro ends, with no crowd database.
JEVLAB ARTEnglishSource-linked curation
An agent system that makes one Jev decision per computational step.
JEVLAB ARTEnglishSource-linked curation
A prose linter that sniffs out AI writing tells. Zero dependencies, countable rules plus one judgment model.
JEVLAB ARTEnglishSource-linked curation
ОФИЦИАЛЬНОTypeSafe AIOfficial TypeSafe reference: Double-checking citations.
JEVLAB ARTEnglishSource-linked curation
Links records under a plain-English match rule using Jev Noul pair judgments, with local candidate blocking and match resolution.
JEVLAB ARTEnglishSource-linked curation
Experimental decision protocol whose Jev adapter evaluates framed evidence with typed choices, while application code validates permissions and commits simulated demo actions.
JEVLAB ARTEnglishSource-linked curation
Minimal grammY Telegram anti-spam bot powered by TypeSafe Jev.
JEVLAB ARTEnglishSource-linked curation
A Stop hook that stops your coding agent from stopping too early. Plain-language rules, judged by jev.
JEVLAB ARTEnglishSource-linked curation
Tutorial covers API setup and building prototypes with Jev and LLMs.
EnglishSource-linked curation
One direct Jev question per row against 12–14 Jev-scored dimensions with locally fitted weights on three classification tasks: 5,477 test rows, 25,174 Jev calls, $1.43. Decomposition wins on Japanese NLI (0.9076 vs 0.8373) but flags about 25× more hard benign rows as attacks (37.2% vs 1.5%).
JEVLAB ARTEnglishSource-linked curation
Sarvagya KulshreshthaA community post describing a system that matches one candidate to 400 companies with a confidence score in 12 seconds.
EnglishSource-linked curation
SachinA community post exploring Jev's behavior in a game of Catan, where multiple Jevs struggle with negotiation.
EnglishSource-linked curation
TypeScript experiments, evaluations, and latency benchmarks for TypeSafe's Jev model.
JEVLAB ARTEnglishSource-linked curation
Tony DinhA Chrome extension using Jev to detect and skip YouTube sponsor segments in real-time.
EnglishSource-linked curation
Screen a folder of CVs with the TypeSafe Jev decision model: typed judgments, an editable policy, free re-scoring.
JEVLAB ARTEnglishSource-linked curation
Curated catalog of System One / Decision Models — contributions for modelsystem.one.
JEVLAB ARTEnglishSource-linked curation
A chatbot from typed Jev decisions: hierarchical speculative decoding over System One probabilities.
JEVLAB ARTEnglishSource-linked curation
Fast, cheap judgment for AI coding agents: semantic search, focused reads and list picking in ~2s. CLI + MCP server on TypeSafe Jev. Benchmarked on SWE-bench.
JEVLAB ARTEnglishSource-linked curation
x.comA community guide outlining 10 steps to implement Jev for faster decision-making in AI agent systems.
JEVLAB ARTEnglishSource-linked curation
A research project on GitHub conducting nine experiments and 28 predictions with fixed parameters, focusing on Jev's performance metrics.
JEVLAB ARTEnglishSource-linked curation
Comment-moderation playground: paste a comment, Jev decides what to do with it.
JEVLAB ARTEnglishSource-linked curation
Probability-aware evaluation for typed decision models: calibration, selective risk, latency, and reproducible benchmarks.
JEVLAB ARTEnglishSource-linked curation
Hybrid browser harness: an LLM turns goals into verifiable subgoals, Jev chooses each action and DOM field, Playwright acts.
JEVLAB ARTEnglishSource-linked curation
CV diagnostics and job alignment with TypeSafe Jev, React and FastAPI.
JEVLAB ARTEnglishSource-linked curation
A community post describing an autonomous driving system using Jev to process real-time environmental data.
JEVLAB ARTEnglishSource-linked curation
3D chess powered by TypeSafe AI (Jev). AI vs AI by default, or play either side. Multiple difficulty levels.
JEVLAB ARTEnglishSource-linked curation
Shift every LLM call to the cheapest model that can handle it. Routing decided by TypeSafe Jev in ~180 ms. No training data. Policy in plain YAML. TypeScript and Python.
JEVLAB ARTEnglishSource-linked curation
MCP server that puts TypeSafe Jev on the coding loop in Cursor, Codex, and any MCP client.
JEVLAB ARTEnglishSource-linked curation
Near-real-time scoring of TikTok and Instagram hooks against about 100 personas.
JEVLAB ARTEnglishSource-linked curation
Предложить ссылку
한국어
Español
Français
Deutsch
繁體中文
Português
Bahasa Indonesia
ไทย
Italiano
Tiếng Việt
Türkçe
Polski
4 HIGHLIGHTS
Games & real time
Source-linked curation
Decisions & routing
Tools & apps
Agents & browsers
Research & data
Creative & growth
Devices & robotics