Jev发布帖
Diogo Almeida介绍了Jev,即TypeSafe的结构化决策模型。观看发布影片,并探索原始帖子了解该模型的方法、示例和作者报告的性能。
Diogo Almeida介绍了Jev,即TypeSafe的结构化决策模型。观看发布影片,并探索原始帖子了解该模型的方法、示例和作者报告的性能。
TypeSafe的正式发布公告介绍了实验室,并引导开发者使用Jev。公告包含Diogo Almeida的发布影片和原始介绍。
TypeSafe宣布Jev向公众开放,无需等待列表。官方控制台是将类型化决策应用于自己应用程序的起点。
TypeSafe强调Jev的类型化输出方法:应用程序提供状态和问题,然后根据概率、选择或评分进行操作。相关公告还介绍了Venice API集成。
Start with the Launch Post. Explore four official signals.
1,198 项资源
AI-assisted summaries and translations. Check original sources for context and performance claims.
A user tested the new Jev model and shared insights about its significance for System One models.

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OpenTelemetry Collector connector that uses Jev to assess metric metadata and apply retention policies before export.
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A community post exploring Jev's behavior in a game of Catan, where multiple Jevs struggle with negotiation.
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An AI-driven hedge fund utilizing Jev for fast and cost-effective trading decisions.
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AI benchmark on Japan's 2026 Common Test: Jev vs luna-none vs luna-low (static dashboard).
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A developer project for automatic context clearing in Pi without losing conversation history.
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Chrome extension that labels every post you scroll past on X with typed Jev judgments and a live cost counter.
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Krunker-style 1v1 FPS where Jev decides move, aim, ADS, fire, and jump at about 9 Hz.
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Typesafe/Jev public X demo.
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Practical guide: playground, Python and JS SDKs, raw HTTP, and the agent skill.
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A live tone labeler for Bluesky posts and drafts, using TypeSafe's Jev API.
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An experiment using Jev to transform simple English into elaborate prose in real-time during writing.
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I tortured Jev into being a RISC-V CPU.
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Unofficial Java SDK for TypeSafe Jev and Vercel AI Gateway, with Spring Boot and WebClient support.
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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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Village NPCs that judge you each tick, deciding what to do and how they feel, instead of chatting.
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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.
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SuperX与Jev集成实现快速帖子评分,每篇帖子分析61个问题,不到一秒内完成且预测高病毒潜力准确性高。
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A community post discussing a system where Jev acts as a quality gate for drafts, though it faced issues with communication.
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Benchmarking TypeSafe's Jev decision model as a cost-efficient LLM router on RouterArena.
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A chatbot project that responds to typed questions, part of a research collection.
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Open, Jev-compatible System One decision server on DiffusionGemma.
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Awesome Jev: source-backed open-source ecosystem radar, plain-language project discovery, and automatic GitHub sync.
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A chess experiment where Jev V13 makes decisions against advanced language models.
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Official TypeSafe reference: Classifying RAG passages.
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Dev.to walkthrough of the Vercel AI SDK evaluate integration.
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A developer project for agent classification and selective reading using an agent plugin and MCP tool.
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Short video explainer of how Jev's typed-decision loop works.
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High-speed recursive AI Elo tournament engine powered by Jev and Swiss matchmaking.
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Automated database migration safety reviewer powered by TypeSafe AI (Jev System One model).
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Chrome extension that triages Gmail with TypeSafe's Jev model: category, priority, spam % and reply % on every email.
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Official TypeSafe reference: Confidence.
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MCP skill router where Jev picks the relevant skills instead of a long agent search.
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A community post describing control of a simulated fly.
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An agent skill to discover TypeSafe Jev opportunities, design typed questions, and learn from recent community experiments.
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Shady Town: social-deduction party game for the living room TV, moderated by TypeSafe Jev.
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Ask your Postgres tables questions in plain language. A PostgreSQL extension powered by TypeSafe's Jev.
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Offline Obsidian search with optional Jev reranking of results, requiring user approval before reranking.
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What your last session knew, scored against what this one is doing. MCP server: a per-project ledger written as things happen, recalled per task with TypeSafe's Jev evaluation model via Vercel AI Gateway.
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TypeScript browser agent for ego lite: Jev Ultrafast indexed actions, TypeSafe Jev decisions, persistent observe/act CLI. No Chrome or Playwright.
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Experimental protocol for evidence-aware agent handoffs, with Jev-assisted review before results reach the lead agent.
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Reduces context usage by 30-55% through Jev-based compaction for OMP agents.
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Use Jev (TypeSafe's System One model) as a calibrated reranker: one call, up to 30 documents, a probability per document. Apache-2.0.
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Pick the best AI model and reasoning effort for any task in ~1s. Plugin for Claude Code, Claude Desktop and Codex, powered by TypeSafe's Jev decision model and live OpenRouter pricing. Balance intelligence, speed and cost, or choose your priority.
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Jev rapidly analyzes 700 live ads in 40 seconds for marketing insights at low cost.
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Calibrated 151M Non-Autoregressive Decision Engine beating TypeSafe Jev & Laya on LocalLLaMA/typed-decisions (77.10% acc, 0.0636 Brier, 0.0144 ECE).
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A project exploring pixel-level image generation through parallel decision-making processes.
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A tool that analyzes Tetris board positions and selects optimal placements in under half a second.
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Grep, but the pattern is a description. Filters lines by meaning with TypeSafe's Jev decision model: ~200 ms and a thousandth of a cent per line.
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JEV-inspired parallel decisions for CUDA LLMs. One context, many decisions. vLLM API, game-agent examples, and reproducible benchmarks.
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Automatic model routing for Pi using TypeSafe's Jev through Vercel AI Gateway.
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A community post describes an A/B test using Jev to analyze 4,000 demographic profiles, demonstrating its speed in processing and evaluating content.
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Reproducible early-access evaluation of Jev on Korean understanding and medical text, with runtime and cost evidence.
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Tool for systematic reviewers to extract information from research articles efficiently.
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A community experiment using Jev as a plugin in Claude to reduce unnecessary tool calls, cutting token count from 1M to 86K.
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Official TypeSafe reference: Structure recovery.
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CV diagnostics and job alignment with TypeSafe Jev, React and FastAPI.
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TypeScript experiments, evaluations, and latency benchmarks for TypeSafe's Jev model.
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Aside agents decide with TypeSafe Jev (System One: Choice/Score/Noul). Not a Cua binding — Jev is the model, Aside is the browser runtime.
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A community post suggesting Jev can be hired as a QA tester through @typesafeai.
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Every tool call your agent makes, checked before it runs. A Claude Code plugin that uses TypeSafe AI's Jev to verify each pending tool call against the session plan, then allows it, asks you, or blocks it. Proof of concept.
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A GitHub Action using Jev for automated PR triage and classification.
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Jev-powered conversation memory: find past sessions and revisit decisions with original sources. A macOS workspace for OpenAI Codex. Manage AI conversations and agents, explore code with CodeGraph, and work with Git, Ghostty terminals, and Apple Notes in one app.
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A Chrome Dino game implementation where Jev provides real-time decision scores.
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A Chrome extension using Jev to detect and skip YouTube sponsor segments in real-time.
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A community post describes a plugin that manages agent context by analyzing and pruning unnecessary data, available in Spanish.
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Scam text message filter powered by TypeSafe's Jev model.
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Probably: live BTC, ETH, and XRP prices with a shared TypeSafe buy-or-wait demonstration. No trades placed.
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Proposal for custom Jev-style models to optimize agent workflows. Could reduce computational costs in decision-making processes.
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A community post introducing Jev board, a tool for ambient intelligence interfaces using fast, reliable models.
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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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Context-pruning proxy for Claude Code and Codex: Jev judges which history is still needed, measured not claimed. POC here now, heading soon into https://github.com/compozy/compozy.
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