Jev lansman yazısı
Diogo Almeida, TypeSafe'ın yapılandırılmış karar modeli Jev'i tanıtıyor. Lansman filmini izleyin ve modelin yaklaşımını, örneklerini ve yazarın bildirdiği performansını keşfedin.
A FIELD GUIDE TO JEV / VOL. 01
Jev’in en iyileri: gerçek projeler, pratik rehberler ve internetten fikirler.
Diogo Almeida, TypeSafe'ın yapılandırılmış karar modeli Jev'i tanıtıyor. Lansman filmini izleyin ve modelin yaklaşımını, örneklerini ve yazarın bildirdiği performansını keşfedin.
TypeSafe'ın resmi lansman duyurusu, laboratuvarı tanıtır ve geliştiricileri Jev'e yönlendirir. Diogo Almeida'nın lansman filmi ve orijinal girişimi içerir.
TypeSafe, Jev'e açık erişimi duyurdu. Resmi konsol, uygulamanızda türden kararlar denemek için başlangıç noktasıdır.
TypeSafe, Jev'in türden çıktı yaklaşımını vurgular: uygulamalar durum ve sorular sağlar, ardından olasılıklar, seçimler veya puanlara göre hareket eder. Bağlantılı duyuruda Venice API entegrasyonu da yer alır.
Start with the Launch Post. Explore four official signals.
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AI-assisted summaries and translations. Check original sources for context and performance claims.
Application of TypeSafe Jev (noul judgment primitive) on the collusion.wiki corpus: agent vs human page authorship, head-to-head vs local Qwen3.8-Flash-Next.
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A demo showing how to make open source models behave like Jev using inference engineering and scoring endpoints for decision-making.
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A developer project integrating Jev for judgment tasks within DeepSeek Harness.
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A small, fast prose linter: ruff-style rule codes for writing, backed by TypeSafe's Jev model.
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A free AI tool built on Jev that quickly scans text for low-quality content, processing around 10,000 words in 2 seconds.
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A community post presents a codebase complexity classifier using Jev, aiming to address overengineered code.
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A Rubik's Cube that uses Jev AI to solve itself using a human-like method rather than optimal algorithms.
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Hemant Kumar on his 151M ModernBERT reproduction: 0.83% adaptive calibration error, 3.0% of predictions flip when the option list is reversed, 35.6ms on CPU, with the failed use cases reported alongside the wins.
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Visual-Jev is a GitHub research project that makes decisions based on images rather than text descriptions of visual content.
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Grep by meaning, across languages. TypeSafe Jev scores every line against a meaning; combine meanings with AND/OR/NOT. 意味で探す grep。日本語で英語を、英語で日本語を検索できる.
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A code search tool for agents to find behavior patterns instead of text strings.
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Dependency-free CLI and Codex skill that send local state to Jev for batched typed judgments and return answers without echoing the state.
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A developer project for the agents shelf, using MCP tool for Codex instead of listing all options.
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A community post explaining Jev as an AI for decision-making, faster and cheaper than frontier LLMs.
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Official TypeSafe reference: Confidence.
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Claude Code plugin that scores review findings, debug hypotheses and design options with TypeSafe's Jev — calibrated probabilities instead of one more opinion.
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Verbatim Jev-scored context reduction for omp, over TypeSafe or OpenRouter.
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Decision harness for TypeSafe Jev — confidence gates, shadow mode, recipes, and evals. Claude CLI 48.9s → Jev 1.3s on the same row-filter job.
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Official TypeSafe reference: Composite scoring.
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A community post describing a system that matches one candidate to 400 companies with a confidence score in 12 seconds.
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Audit your git diff against YAML coding-standards packs using TypeSafe's Jev model, from a CLI or your AI agent's command/skill.
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A demo project enabling voice commands for Fusion 360, where Jev identifies if speech is a command or casual talk.
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Every's Mike Taylor runs his whole archive through Jev.
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One-pass option scoring with a local Gemma 3 4B on Apple silicon via MLX, inspired by jevlike, with a Doom demo.
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One-pass typed decisions with calibrated probabilities (System One style model), fine-tuned from Qwen3.5-2B.
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A collection of GitHub repositories highlighting practical and developmental Jev projects, including browser agents and trading bots.
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Jido agents use Jev to make moves in Tic Tac Toe, demonstrating Jev's application in game-playing agents.
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Ask your Postgres tables questions in plain language. A PostgreSQL extension powered by TypeSafe's Jev.
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A GitHub project enabling voice-controlled Mac automation without vision models.
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An independent, type-safe Swift SDK for TypeSafe Jev, with async/await, batching, retries, and SPM support.
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Ongoing Japanese research deck on Jev and System One models, maintained as Markdown slides.
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Emoji autocomplete at the speed of typing. TypeSafe AI Jev on a Whop-hosted TanStack Start app.
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在 X 的时间线上,给每条帖子标出它想让你干什么。判断来自 Jev,一个只返回概率、不生成文本的模型。
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Official TypeSafe reference: Client SDKs.
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Jev as an LLM prompt guardrail inside the agentgateway proxy, with tracing and cost tracking.
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Draw on a tldraw canvas with your voice and a pointing finger. Jev (TypeSafe System One) decides action, target and place in ~350 ms per spoken word.
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Preview of fast browser use with Jev and OpenCode's browser CLI.
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A small, type-safe client for asking AI questions about your data, powered by TypeSafe Jev.
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Blind security benchmarks for Jev, TypeSafe's System One model: prompt injection and vulnerable code detection, built on jev-go.
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Jev plays browser table tennis in real time: structured telemetry, typed decisions, ordinary Chrome inputs, and auditable evidence.
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A cyberpunk border encounter powered by TypeSafe Jev. Bluff the guard. Inspect the receipts.
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ACP and MCP adapter that bridges TypeSafe Jev with any LLM — computer use and typed decisions alongside Codex, Claude, Grok, and OpenCode.
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JEV picks which stream idea becomes the live MVP. TypeSafe System One decision board.
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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.
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Observable browser stealth game: Jev makes typed guard judgments while deterministic code owns the world.
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An agent project aimed at reducing token usage for coding agents via an MCP server.
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Measures how well TypeSafe's RLCD-Jev model spots real secret credentials in file snippets.
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OpenJev: an independent Jev-inspired System One decision API based on TypeSafe.ai concepts. Choice, score and noul primitives, local mock server, Python and TypeScript SDKs. Real inference planned; not affiliated with TypeSafe AI.
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Runtime constraints for the pi coding agent: checks every side-effecting tool call against what you said, before it runs. Powered by TypeSafe Jev.
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Using Jev on Cloudflare Workers to improve search and content tagging efficiency on keep.md.
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Jev rapidly analyzed news articles to suggest relevant stories for brands at a low cost.
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PHP & Laravel SDK for TypeSafe AI's JEV Model series.
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A community post suggesting Jev could serve as a fast, low-cost control layer for AI agents.
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A dynamic form tool using Jev for conditional logic, built with Vercel JSON-render.
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A community post describes using Jev to analyze news for stock investment opportunities.
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An educational Jev-like visual inference experiment on Apple Silicon: shared context, direct candidate scoring, and local visual demos.
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A speech analysis tool that evaluates 30-second speeches for pauses, filler words, and confidence, providing feedback for improvement.
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Pre-commit hook: one Jev call judges whether your commit message matches the staged diff, plus debug leftovers, unmentioned work, and a credential check.
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Visual Jev lab for multiple games and emulator platforms.
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Jev-style calibrated decision model (Choice/Score/Noul) on Qwen3.5-0.8B.
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MCP server exposing TypeSafe System One judgments (noul, choice, score) as agent tools.
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Independent async and blocking Rust SDK for the TypeSafe AI System One API.
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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.
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A collection of 19 open-source projects using Jev technology for various applications including AI agents and game interactions.
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Reimagined window switcher for macOS using frontier artificial intelligence. Predicted by TypeSafe's Jev model.
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A verified, community-maintained catalog of 485 open-source projects built with Jev.
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A developer project featuring a small Jev-like model running on a MacBook, collected for the tools shelf.
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Jev successfully played and won a match in the game Clash Royale.
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Cost-aware LLM router that picks the cheapest model capable of handling a query, using TypeSafe's Jev for fast classification instead of an LLM call.
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Flue agent routing with TypeSafe Jev through Cloudflare AI Gateway.
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A social media feed optimized using user bookmarks and Jev's analysis.
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22 Jev models, one ball: a 3D football match where every player is its own Jev (TypeSafe AI System One) decision. Watch, or take over the number 9.
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