Payed a bit with Jev today. First one of many experiments today in @elyxdesign. Jev is great at classifying data - so it can figure out where my icons should live and keep them organised so I don’t have to pic.twitter.com/Islh7svP39— Pieter Omvlee (@pieteromvlee) September 21, 2026
Jev Decision Index - a Hugging Face Space by multimodalart
Benchmarks and news on various repros of TypeSafe's Jev
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Francois Laberge on Twitter / X
Gesture recognition using the Decisions API by @OpenAIDevs. Thanks to it's vision understanding it is way more accurate than my previous Jev-based demo. It was also faster. cc @thsottiaux @jxnlco @pvncher @tldraw @steveruizok https://t.co/lFumGoduzw pic.twitter.com/3P2iKffdWW— Francois Laberge (@seflless) October 7, 2026
elvis on Twitter / X
Diagram of the LLM Knowledge Base system.Feed this to your favorite agent and get your own LLM knowledge base going. https://t.co/4AQSFOv4PV pic.twitter.com/nPSNi4Ayqv— elvis (@omarsar0) April 3, 2026
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Matt DesLauriers on Twitter / X
does Jev understand colour?incredible model, very cheap and fast. definitely feels like a leap forward for creating new UX/UI paradigms on top of modern language models. pic.twitter.com/jerVstb9wj— Matt DesLauriers (@mattdesl) September 18, 2026
Andrej Karpathy on Twitter / X
LLM Knowledge BasesSomething I'm finding very useful recently: using LLMs to build personal knowledge bases for various topics of research interest. In this way, a large fraction of my recent token throughput is going less into manipulating code, and more into manipulating…— Andrej Karpathy (@karpathy) April 2, 2026
Decision Index 0.3
Open reproductions of Jev ranked by the Full score: public benchmarks plus private tests and private tasks from new domains. Switch to the public board alone or to the vision board.
Jev’s Architecture Unmasked — archerhume
I probed Jev with 10,000 API calls to work out roughly how it’s built, and why most of the grifter takes on X are completely wrong.
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himanshu on Twitter / X
and here is the full architecture of the LLM Knowledge Base system covering every stage from ingest to future explorations. https://t.co/Wmn48gB0g0 pic.twitter.com/ObJet8Esfu— himanshu (@himanshustwts) April 2, 2026
Martin Ziqiao Ma on Twitter / X
Thanks for all the feedback and discussion from the community. We updated the preprint and wrote a (less technical) blog (w/ @SihanXuOfficial & @wenhaocha1)- https://t.co/5pG2WxdBbh https://t.co/BzGExjZc6u— Martin Ziqiao Ma (@ziqiao_ma) December 24, 2025
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👋 Jan on Twitter / X
Introducing Jan-v1: 4B model for web search, an open-source alternative to Perplexity Pro.In our evals, Jan v1 delivers 91% SimpleQA accuracy, slightly outperforming Perplexity Pro while running fully locally.Use cases:- Web search- Deep ResearchBuilt on the new version… pic.twitter.com/YApIShOAHI— 👋 Jan (@jandotai) August 12, 2025
