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Recent activityA FIELD GUIDE TO JEV / VOL. 01
The best of Jev. Real projects, practical guides and ideas from across the internet.
THE OFFICIAL SIGNAL 4 HIGHLIGHTS
Diogo Almeida@CompleteSkepticLAUNCH POSTDiogo 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 AI@typesafeaiOFFICIALTypeSafe’s official launch announcement introduces the lab and points builders to Jev. It includes Diogo Almeida’s launch film and original introduction.
TypeSafe AI@typesafeaiOFFICIALTypeSafe announces public access to Jev without a waiting list. The official console is the starting point for trying typed decisions in your own application.
JEVLAB ARTTypeSafe AI@typesafeaiOFFICIALTypeSafe 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.
JEVLAB ARTStart with the Launch Post. Explore four official signals.
49 resources
AI-assisted summaries and translations. Check original sources for context and performance claims.
Nailthy TangReal-time virtual try-on experiment using Jev to select and change outfits based on user input and transcript analysis.
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Sarvagya KulshreshthaA community post describing a system that matches one candidate to 400 companies with a confidence score in 12 seconds.
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Albiona HotiJev generates 100 images from sources like NASA and The Met based on a single prompt.
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Ian NuttallA community experiment using Jev to analyze social media posts and determine effective content strategies.
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kenoA community post describing Jev's use for analyzing competitors' ads and generating creative shortlists.
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Can a System One model steer music? Jev picks the plan (enums only); code renders sheet, audio and MIDI.
JEVLAB ARTEnglishSource-linked curation
A creative project using Jev and other tools to generate digital art, specifically a painting of the Golden Gate Bridge.
JEVLAB ARTEnglishSource-linked curation
Jev demonstrates potential for innovative UX/UI design through language model integration.
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Ian NuttallUsing Jev on Cloudflare Workers to improve search and content tagging efficiency on keep.md.
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Uses Jev to conduct a musical orchestra in real time through a demonstration project.
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A livestream analyzing Jev's architecture for JSON-predicting models.
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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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Farouq AldoriA tool that automatically locates and retrieves invoices from any website using Jev's capabilities.
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A method for creating pixel art through iterative sketching and refinement using Jev and DeepSeek.
JEVLAB ARTEnglishSource-linked curation
Jev generates piano music by selecting notes and chords based on input sequences.
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A 2-minute song composed by Jev-thoven using first principles.
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A user creates music by giving real-time voice commands to Jev.
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A community post exploring Jev's role in improv judging, presented as a creative experiment.
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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.
JEVLAB ARTEnglishSource-linked curation
Ilias IsmMoved hard-coded rules to Jev for faster AI processing and reduced costs in projects like aiseotracker and linkdr.
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omar ✌️A system that quickly captures user interface flows on demand, enabled by Jev's fast processing capabilities.
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x.comA 4-minute video explaining what Jev is and its limitations.
EspañolSource-linked curation
A SillyTavern extension that evaluates replies before they are displayed, collected for the creative shelf.
JEVLAB ARTEnglishSource-linked curation
Go client for TypeSafe's System One API and its model Jev: typed judgments and calibrated probabilities instead of generated text.
JEVLAB ARTEnglishSource-linked curation
A live Bluesky feed with real-time emotion detection and user avatar matching.
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Higgsfield AIA process using Jev to filter and select assets, then generate ad creatives with DeepSeek and Higgsfield.
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Visual-Jev is a GitHub research project that makes decisions based on images rather than text descriptions of visual content.
JEVLAB ARTEnglishSource-linked curation
Tony DinhA Chrome extension using Jev to detect and skip YouTube sponsor segments in real-time.
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A developer project offering a Chrome extension to blur low-value LinkedIn posts, collected for the creative shelf.
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IzzuddinUses Jev to play Pokémon Showdown with mixed results, demonstrating its decision-making capabilities in a game context.
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Semantic GitHub PR labels using Jev's typed decisions, with conceptual scope instead of line counts.
JEVLAB ARTEnglishSource-linked curation
An experiment using Jev to transform simple English into elaborate prose in real-time during writing.
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x.comExplains Jev's advantages over older LLMs in decision-making and building.
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Joao BortottiJev controls live 3D character expressions with real-time decision-making.
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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.
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A tool that analyzes WeChat threads for emotion, intent, and reply quality.
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Head-to-head test at validating local event listings, with cost and latency.
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A voice-controlled interface for Figma utilizing Jev, demonstrating low-cost AI integration for design tools.
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Steve KrouseSteve Krouse's playable 16-judgment demo and video.
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A developer project using Jev to score sales calls, collected for the creative shelf.
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x.comA community post listing Chinese open-source Jev clones with technical specifications.
JEVLAB ART
简体中文Source-linked curation
Put a live Jev (TypeSafe) meter on any video: every sentence scored, rendered as a 16:9 edit.
JEVLAB ARTEnglishSource-linked curation
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.
JEVLAB ARTEnglishSource-linked curation
Video comparison against a structured-output LLM baseline.
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Technical SEO audit cost study from Boring Tools Kit where Jev ranks striking-distance fixes and content gaps by calibrated probability.
JEVLAB ARTEnglishSource-linked curation
A GitHub project developing a screen overlay to identify manipulative interface patterns.
JEVLAB ARTEnglishSource-linked curation
Short video explainer of how Jev's typed-decision loop works.
JEVLAB ARTEnglishSource-linked curation
Claude Code plugin that scores review findings, debug hypotheses and design options with TypeSafe's Jev — calibrated probabilities instead of one more opinion.
JEVLAB ARTEnglishSource-linked curation
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4 HIGHLIGHTS
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