Wprowadzenie do Jev
Diogo Almeida przedstawia Jev, model strukturalnych decyzji TypeSafe. Obejrzyj film prezentacyjny i eksploruj oryginalny wątek, aby poznać podejście modelu, przykłady i zgłoszone wyniki.
A FIELD GUIDE TO JEV / VOL. 01
To, co najlepsze w Jev: prawdziwe projekty, praktyczne poradniki i pomysły z sieci.
Diogo Almeida przedstawia Jev, model strukturalnych decyzji TypeSafe. Obejrzyj film prezentacyjny i eksploruj oryginalny wątek, aby poznać podejście modelu, przykłady i zgłoszone wyniki.
Oświadczenie o oficjalnym uruchomieniu TypeSafe przedstawia laboratorium i kieruje programistów do Jev. Zawiera film prezentacyjny Diogo Almeidy i oryginalne wstępne wprowadzenie.
TypeSafe ogłasza publiczny dostęp do Jev bez listy oczekiwania. Oficjalny konsolę jest punktem wyjścia do testowania typowanych decyzji w własnych aplikacjach.
TypeSafe wyróżnia podejście Jev do wyjściowych typów: aplikacje dostarczają stan i pytania, a następnie działają na prawdopodobieństwach, wyborach lub ocenach. Powiązane oświadczenie obejmuje integrację API Venice.
Start with the Launch Post. Explore four official signals.
1198 materiałów
AI-assisted summaries and translations. Check original sources for context and performance claims.
Short video explainer of how Jev's typed-decision loop works.
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A prototype that classifies symptoms and updates diagnoses using medical ontologies during live clinical consultations.
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A Kotlin DSL and client for TypeSafe's Jev model.
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Curated list of official resources and community projects for TypeSafe, System One models, and Jev, with a GitHub Pages site.
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A 2-minute song composed by Jev-thoven using first principles.
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Community Go SDK for TypeSafe AI Jev / System One.
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Val Town demo where 16 typed judgments update live as you type.
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Demos to test the effectiveness of TypeSafe's "Jev" System One Model.
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A chatbot built on a model that cannot generate text (TypeSafe AI's Jev, driven autoregressively).
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jev-router (skill). A developer project using Jev to select appropriate models for prompts in coding tasks.
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Official TypeSafe reference: Client SDKs.
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Idiomatic Go SDK for the TypeSafe AI API.
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Narzędzie wiersza poleceń do zadawania pytań typu tak/nie, wielokrotnego wyboru i rubrykowych pytań o dowolnym tekście z zwracaniem kalibrowanych prawdopodobieństw.
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Snake auto-played by TypeSafe's Jev model: one System One choice per tick, legal moves and facts generated in code.
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MCP server that puts TypeSafe Jev on the coding loop in Cursor, Codex, and any MCP client.
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Pre-alpha PostgreSQL extension for TypeSafe AI (Jev) categorical classification.
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Observable browser stealth game: Jev makes typed guard judgments while deterministic code owns the world.
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Cyber-Breach: The Jev Protocol - A tactical cyberpunk arena combat game powered by TypeSafe AI Jev System One decision model.
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A tool using Jev to make copy-paste interactions smarter by deciding content based on context.
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Put your code comments on trial. Powered by Jev.
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An ad blocker extension using AI for real-time classification and removal of ads.
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Oficjalny klient TypeScript/JavaScript z wnioskowanymi typami odpowiedzi. npm install @typesafe-ai/sdk.
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Pydantic AI capabilities made stronger with Jev: small runnable demos, one file each.
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Jev is used to predict human moves in a rock-paper-scissors game.
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Replicating Jev with a local LLM.
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Single-agent Pi coding coprocessor with Jev semantic gates, baseline-to-current diff review, and append-only observability telemetry.
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Jev attempted to draw on a pixel canvas but failed to produce recognizable output, indicating limitations in its generative capabilities.
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Screen a folder of CVs with the TypeSafe Jev decision model: typed judgments, an editable policy, free re-scoring.
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Jev-style parallel constrained decisions for any MLX model on Apple Silicon. Typed, schema-valid JSON in one forward pass.
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Jev tests shooting skills in the arcade game Time Crisis, with a harness to assist performance.
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A community post about a virtual town where Jev makes all decisions, managing 120 people and various local structures.
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同じ発言を jev と LLM の両方に判定させ、感情の変動値のズレと応答速度を1画面で見比べるデモ(affectus + Vercel AI Gateway).
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Minimal agent loop where Jev directs control flow and a LangChain chat model writes argument values and the final response.
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Official TypeSafe reference: Legal.
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A Mac voice diary tool that uses Jev for sorting and integrates with Notion.
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Fast structured Android control loops with TypeSafe Jev and Mobile MCP.
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Jev plays Puyo Puyo. A community post describing an experiment where Jev makes decisions in a game by evaluating board states and strategies.
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Can Jev pick the winner of a real headline A/B test? 64.5% across 10,984 Upworthy randomized experiments, 74.7% when the difference was decisive.
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Directory listing systems using Jev for Noul, Score, and Choice questions.
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Reduces context usage by 30-55% through Jev-based compaction for OMP agents.
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Jev integrates into a recommendation engine, providing 70+ personalized suggestions per user at 0.0019$ per user.
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Typed, confidence-aware agent skill routing with TypeSafe Jev.
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Cut Claude Code's skill manifest by ~75% with TypeSafe Jev. Scores every installed skill for relevance and hides the rest via skillOverrides — 12,750 → 3,185 tokens on a 217-skill install, for $0.0009 a session.
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Pi extension suite powered by Jev: selective context compaction and model routing.
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Fazt presenta las decisiones estructuradas de Jev con ejemplos de Snake y clasificación de solicitudes de soporte.

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A React app that estimates an age range based on a Korean name, described as a developer tool.
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A community post about improving a Slack agent's speed using Jev for faster skill and tool classification.
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MCP server exposing TypeSafe System One judgments (noul, choice, score) as agent tools.
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Shady Town: social-deduction party game for the living room TV, moderated by TypeSafe Jev.
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Jev controls both hands and fingers to play piano in real-time based on visual input.
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Playjev uses Jev for browser automation with decision-making capabilities.
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Voice-dialog turn-end detection using Jev scores after speech.
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Official TypeSafe reference: Knowledge graph entity alignment.
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Technical notes on Jev's architecture, including parallel processing and probability output without text generation.
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Jev functions as an AI-native decision-making system, defining possible outcomes and selecting from them.
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Official TypeSafe reference: Self-consistency: choices.
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A user creates music by giving real-time voice commands to Jev.
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Jev processes natural language with structured outputs and confidence levels, but it is not a traditional large language model.

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A method for creating pixel art through iterative sketching and refinement using Jev and DeepSeek.
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Unofficial Go SDK for TypeSafe AI's Jev API.
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An experimental trading system using defined rules and Jev for decision-making.
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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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Jev from @typesafeai plays Balatro, making quick decisions on cards and gameplay within 200-500ms.
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A tool that analyzes public PR links to determine if they are safe to merge or need review, using Jev's capabilities.
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Per-call GPT model routing for Codex: Jev chooses model and effort, a local Responses proxy keeps the tool loop intact, then independent verification and Router Compass check whether the task still passed.
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A community test comparing Jev's performance against GLM 5.3 in a chess game, highlighting speed and cost efficiency.
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Chrome dino game played by Typesafe AI Jev model.
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A curated list of tools built for Jev — TypeSafe AI's System One model for typed decisions.
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Eight minimal working examples of TypeSafe's Jev (a System One model) applied to mechanical and electrical engineering: CAD/CAE/CAM routing, FEM result triage, DFM screening, BOM alignment, hallucination-proof extraction. Zero dependencies.
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Two decision channels on ViZDoom, navigation at 5 Hz and combat at 12 Hz, with an 18-kill test run.
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A Minecraft Java player controlled by TypeSafe AI, with live decisions, Canadian flag building, and a side-by-side dashboard.
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Typesafe/Jev public X demo.
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