Huge context → Jev → select/relevance-score what matters → small context → LLM →
Huge context → Jev → select/relevance-score what matters → small context → LLM → reason/generate @typesafeai
Crawled from X, GitHub, blogs, and docs. Jev classifies, de-duplicates, and ranks. Every row links back to the original source.
Jev scores relevance and originality, then we mix in public traction.
Huge context → Jev → select/relevance-score what matters → small context → LLM → reason/generate @typesafeai
@ownerofmarket @AsideAI @typesafeai Okay do this “Go to https://t.co/cWOkwB0Nhv, and pick out parts to build a $3000 gaming pc for 1440p gaming and add them to cart” and test it wi
watching @typesafeai jev in action https://t.co/w8IRgWAlJg https://t.co/ubm3QfC0Is
@AkitaOnRails @typesafeai pontos muito fortes, no mais, não acredita que existe um gap de modelos de IA que fornecem inteligência com abstração da conversa fiada? acho que resolve
We've been playing around with @typesafeai Jev! Lots of cool potential applications at this price x latency point. https://t.co/ibXQfWYlEr
It's funny to see big players silent about Jev by @typesafeai . Does it mean they are worried? My X timeline is flooded by use cases. Some viral just for the sake engagement and v
Has anybody hooked Jev into a Gmail inbox with a massive amount of unreads to classify and run an epic hygiene pass? I’m always @ inbox ~1-20 so won’t be as fun for me to try. @ty
A Simple introductory blog about JEV @typesafeai @CompleteSkeptic https://t.co/gK1q11tEP9
I keep seeing ideas on Twitter about using Jev for context reduction and model routing. But is anyone actually measuring the benefits? If you can’t get the same results with fewer
@ownerofmarket @AsideAI @typesafeai So what’s better to use jev or a llm per cli when it comes to browser navigation and execution? @grok

tldr of Jev by @typesafeai https://t.co/tZsPwnWPBS
Three weeks from now on LinkedIn: Check out this Jev model from @typesafeai that JUST CAME OUT and an image of a tweet with all identifying marks studiously cropped
@sydneyrunkle @typesafeai Classification is where LLMs LARPing as routers quietly rack up the bill. What's the first agent step you'd rip out and hand to Jev — tool pick, guardrail
@faik BOZO SCORE 58 / 100 THE BENCHMARK-SHAPED HOLE grift ███░░ cope ███░░ ego ██░░░ hollow ████░ form ██░░░ “Feels local” is not latency, task-success, or recovery data
@kushbhuwalka @typesafeai Depending on the size of the context, you could just jev the entire corpus in parallel, no searches or retrievals
Im new at this .. someone correct me if I am wrong Jev by @typesafeai is a technique not a product, correct? It may be packaged as a product right now, much like OpenClaw was, but
I am loving Jev from @typesafeai and I have built some cool superpowers for my app using it. @CompleteSkeptic what chips do you use to get that insane SPEED? Lastly, kudos🚀
i’m waiting for a Jev demo for Marry, Fuck, Kill 🤣 @Grok @typesafeai https://t.co/9K6rsjjIvl
AI is for me a tool that helps me do research right now. I use it as a specialist in a certain area. I am not using it at work at all. But thinking about starting to include small
@typesafeai predicted about jev a while ago https://t.co/5QPlJzs7sP