The Jev launch post
Diogo Almeida introduces Jev, TypeSafe’s structured decision model. Watch the launch film and explore the original thread for the model’s approach, examples and author-reported performance.
A FIELD GUIDE TO JEV / VOL. 01
Le meilleur de Jev : projets concrets, guides pratiques et idées du web.
Diogo Almeida introduces Jev, TypeSafe’s structured decision model. Watch the launch film and explore the original thread for the model’s approach, examples and author-reported performance.
TypeSafe highlights Jev’s typed-output approach: applications provide state and questions, then act on probabilities, choices or scores. The linked announcement also covers the Venice API integration.
x.comAnswers your code can useVoir le projet ↗TypeSafe announces public access to Jev without a waiting list. The official console is the starting point for trying typed decisions in your own application.
x.comJev opens to everyoneVoir le projet ↗TypeSafe’s official launch announcement introduces the lab and points builders to Jev. It includes Diogo Almeida’s launch film and original introduction.
Four official signals. A fresh starting point on each visit.
49 ressources
AI-assisted summaries and translations. Check original sources for context and performance claims.
Expérience de changement d'habillement en temps réel utilisant Jev pour sélectionner et changer des tenues en fonction des entrées utilisateur et de l'analyse du transcript.
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Uses Jev to conduct a musical orchestra in real time through a demonstration project.
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A community experiment using Jev to analyze social media posts and determine effective content strategies.
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A 4-minute video explaining what Jev is and its limitations.
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A Chrome extension using Jev to detect and skip YouTube sponsor segments in real-time.
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Can a System One model steer music? Jev picks the plan (enums only); code renders sheet, audio and MIDI.

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Explains Jev's advantages over older LLMs in decision-making and building.
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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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Uses Jev to play Pokémon Showdown with mixed results, demonstrating its decision-making capabilities in a game context.
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Moved hard-coded rules to Jev for faster AI processing and reduced costs in projects like aiseotracker and linkdr.
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Steve Krouse's playable 16-judgment demo and video.
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A tool that automatically locates and retrieves invoices from any website using Jev's capabilities.
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An experiment using Jev to transform simple English into elaborate prose in real-time during writing.
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A method for creating pixel art through iterative sketching and refinement using Jev and DeepSeek.
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Jev demonstrates potential for innovative UX/UI design through language model integration.
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A community post exploring Jev's role in improv judging, presented as a creative experiment.
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Go client for TypeSafe's System One API and its model Jev: typed judgments and calibrated probabilities instead of generated text.
github.comGaurav-Gosain/jev-goVoir le projet ↗Source-linked curation
Semantic GitHub PR labels using Jev's typed decisions, with conceptual scope instead of line counts.

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Jev generates 100 images from sources like NASA and The Met based on a single prompt.
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A community post describing Jev's use for analyzing competitors' ads and generating creative shortlists.
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A creative project using Jev and other tools to generate digital art, specifically a painting of the Golden Gate Bridge.
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A developer project using Jev to score sales calls, collected for the creative shelf.
github.comZeroGold/call-coach-aiVoir le projet ↗Source-linked curation
A developer project offering a Chrome extension to blur low-value LinkedIn posts, collected for the creative shelf.

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A voice-controlled interface for Figma utilizing Jev, demonstrating low-cost AI integration for design tools.
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A 2-minute song composed by Jev-thoven using first principles.
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Put a live Jev (TypeSafe) meter on any video: every sentence scored, rendered as a 16:9 edit.
github.comChetasLua/jevmeterVoir le projet ↗Source-linked curation
Using Jev on Cloudflare Workers to improve search and content tagging efficiency on keep.md.
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A system that quickly captures user interface flows on demand, enabled by Jev's fast processing capabilities.
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A user creates music by giving real-time voice commands to Jev.
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Jev generates piano music by selecting notes and chords based on input sequences.
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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.
github.combuchmark/claude-jevVoir le projet ↗Source-linked curation
A tool that analyzes WeChat threads for emotion, intent, and reply quality.
github.comFerryCorleone/crush-monitorVoir le projet ↗Source-linked curation
A live Bluesky feed with real-time emotion detection and user avatar matching.
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Mini-Jev: what a Jev-style typed-decision interface looks like on a frozen Qwen3-4B — read the option letter's logits instead of generating JSON. Preregistered experiment, results, teaching bench.
github.comr-ms/mini-jevVoir le projet ↗Source-linked curation
A method for expressing emotions through sound-based communication.
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A tool enhancing zsh autosuggestions with Jev-based ranking instead of prefix matching.

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A process using Jev to filter and select assets, then generate ad creatives with DeepSeek and Higgsfield.
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A GitHub project developing a screen overlay to identify manipulative interface patterns.
github.comzohaib-md/UXRayVoir le projet ↗Source-linked curation
A livestream analyzing Jev's architecture for JSON-predicting models.
YouTube · Voir le projetSource-linked curation
Jev controls live 3D character expressions with real-time decision-making.
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A community post listing Chinese open-source Jev clones with technical specifications.
x.comFive open Jev replicas, in ChineseVoir le projet ↗Source-linked curation
A SillyTavern extension that evaluates replies before they are displayed, collected for the creative shelf.
github.commossyfield/ST-jevedVoir le projet ↗Source-linked curation
Inspired by TypeSafe Ai, Ask a local LLM typed questions, get calibrated probabilities instead of text. Structured output without generation or parsing. MLX / Apple Silicon.
github.comaabolfazl/typesafe-localVoir le projet ↗Source-linked curation
Short video explainer of how Jev's typed-decision loop works.
x.comJev in 34 secondsVoir le projet ↗Source-linked curation
Head-to-head test at validating local event listings, with cost and latency.
nearhere.eventsJev vs Mistral and Gemini for event validationVoir le projet ↗Source-linked curation
Video comparison against a structured-output LLM baseline.
x.comJev vs Qwen on CerebrasVoir le projet ↗Source-linked curation
Technical SEO audit cost study from Boring Tools Kit where Jev ranks striking-distance fixes and content gaps by calibrated probability.
boringtoolskit.comSEO audit cost study driven by Jev triageVoir le projet ↗Source-linked curation
Fork of OpenPoke where the yes/no decisions go to Jev instead of Claude Sonnet, with a same-inputs A/B against the replaced LLM decision and a 43,776-request adversarial run on the injection gate.
github.com0xShin0221/openpoke-meets-jevVoir le projet ↗Source-linked curation
Visual-Jev is a GitHub research project that makes decisions based on images rather than text descriptions of visual content.
github.comandrueandersoncs/visual-jevVoir le projet ↗Source-linked curation