全部LLMにしない判断設計 — ハッカソンでJevを選んだ理由

Jev, TypeSafe AI's new AI model, can't write a single sentence. It takes structured data and a question, then returns a decision with a confidence score. TypeSafe claims 70 to 500 ms. Waitlist only for now. #Jev #TypeSafeAI #AImodel
I’m waiting for the first JEVangelical JEVangelists to appear. Can’t be long now.
JevをDatabricksのUC Connection経由で使ってみる
Tested TypeSafe AI's #Jev for #evals. 29/30 same as Sonnet 5 on my context-awareness dataset — but 12x faster and 164x cheaper.
No more JSON parsing mess. It just gives you the choice and its probability.
Love seeing #specialized #AIs solving specific problems instead of just bigger models.
🔔 Cannibalisation Query Classifier with Jev
Here's a script that takes GSC query + URL data and gets #Jev to classify each query against its corresponding URL pair
I see there is some hype around #Jev. I wanted to learn more about it
But how can #TypeSafeAI (the company behind Jev) have that much horrible landing page?
typesafe.ai
النموذج اللي كان محتاج Waitlist… بقى مفتوح للكل، ومعاه 5 دولار ببلاش! 🎁
TypeSafe AI شالت قايمة الانتظار من على Jev، وأي حد يسجّل دلوقتي ياخد 5 دولار رصيد مجاني — يعني حوالي 120 مليون توكن.
#TypeSafeAI #Jev #الذكاء_الاصطناعي #حسام_الدين_حسن #خبير_اونلاين #epreneurs #مهارات_2026
Tired: Text outputs
Wired: Probabilities
It seems everyone has found fun use cases for #Jev. Well, how about Jev for protein binder classification?
➡Give the blog a read: blog.colbyford.com/zero-shot-cl...
#zeroshotclassification #proteinbinders #proteindesign #bindingassay @adaptyvbio @TwistBioscience
Jev AI model: TypeSafe claims 193.6x faster. Users report about 7x. That's the median from one analysis of launch tweets, not a benchmark. Test it on your own workflow. #Jev #TypeSafeAI #AImodel
But, why? Why?!
jev-leftpad - Left pad a value with #Jev github.com/f/jev-leftpad #AI #GitHub
P.S. Even if the author built this as a PoC, a joke, or whatever, I have no doubt at least one vibe^H^H^H^Hdeveloper will put it into production. 😜
101 real, linked projects built on Jev, TypeSafe AI's System One model — routers, guardrails, browser agents, SQL extensions — and what each one replaced. #jev
it's live! 🚀
Introducing JevTracks.com/, a go-to public leaderboard showcasing tools and projects powered by @typesafeai’s Jev model, auto-discovered across various platforms!
#Jev, a new #AIdecisionmaking model from #TypeSafeAI, answers questions in under half a second for a fraction of the cost of traditional models. It has already been integrated into the stacks of Vercel, Cloudflare, LangChain, and Langfuse. Jev’s ability to #quickly and #accurately make #decisions,…