Les IA ont un edge sur le marché 📈 Dans cette émission, nous recevons Benjamin Sultan, cofondateur d'Obside @obside_fr, pour analyser les résultats de l'AI Trading Arena et comprendre la rupture majeure apportée par le Trading Agentique par rapport...

The Jev API primitives are just three typed questions: Choice, Score and Noul. In one outside phishing test, a single flat question scored 63% across 2,000 emails, while five typed questions scored 95% on a held-out half. It...

🤯⚡ Claude Code با JEV vs بدون JEV | تفاوت سرعت واقعاً باورنکردنیه! آیا JEV واقعاً می‌تواند سرعت اجرای Claude Code را تغییر دهد؟ 🤯 در این ویدیو قرار نیست فقط درباره سرعت صحبت کنیم؛ Claude Code را در دو...

مدل‌های هوش مصنوعی دارن وارد یه فاز جدید میشن؛ مدل‌هایی که فقط برای چت کردن نیستن و می‌تونن توی پروژه‌های واقعی کارهای جدی‌تری رو انجام بدن. توی این ویدیو سراغ Jev رفتیم و ۲۰ پروژه کاربردی رو باهاش بررسی...

Jev gives numbers. Python makes the decision. In this hands-on video, I run a Jev notebook step by step and show how to route a customer message to the right team, and set its priority, using one call...

What is Jev, and what does it actually mean that it doesn't hallucinate?... TypeSafe designed Jev to return guaranteed type-safe values that strictly conform to your input schema—no generative text, no invalid values. Watch the full breakdown in "Understand Jev...

TypeSafe AI just released JEV, an AI model that doesn't chat, write, or generate a single sentence. It evaluates a fixed set of options and returns probabilities, so AI agents can make fast, cheap decisions like routing, retries,...

¡La automatización del software acaba de dar un salto gigante con la llegada de la inteligencia artificial nativa para máquinas! En este contenido te revelamos todo sobre Jev, el primer System One Model creado por TypeSafe AI para...

🚨 هوش مصنوعی داره وارد یه دنیای جدید میشه؛ جایی که فقط جواب دادن به سؤال‌ها مهم نیست، بلکه می‌تونیم تصمیم‌گیری، دسته‌بندی، ارزیابی و حتی بخشی از فرایندهای کاری رو به خود هوش مصنوعی بسپاریم. اگر با هوش مصنوعی...

Jev's hallucination rate reads zero percent on its own launch chart, and TypeSafe says that number is not measured. Jev's Choice call can only return a key from your own list, so every answer comes back valid, never...

A fast, cheap classifier can check every action and network request an agent makes for safety and private data. That used to cost too much, now its possible with Jev. #classifier #ai #aishorts #aiagents #jev

What if an AI model stopped generating text entirely? In this video, we break down JEV from Typesafe AI—an early-access “System One” model designed to make fast, typed decisions for software pipelines instead of writing essays or code. We explain...

AI chatbots are brilliant writers, but for high-volume automated software, they are simply too slow. Enter the System 1 model – an AI built to process data fundamentally differently. Imagine a frantic customer support email demanding an immediate refund. A...

Jev from TypeSafe AI never writes a single word. It is reportedly up to 200× faster than frontier models. So we reverse-engineered it from public clues only: TypeSafe's docs, the launch post and one community experiment. Along the...

Join the growing AI community ⤵️ Jev by TypeSafe AI is a new type of AI decision engine designed for fast, structured decisions inside AI agents and agent harnesses. Unlike a traditional LLM that generates text, Jev...

توی این ویدیو با JEV آشنا می‌شیم؛ مدل جدید TypeSafe که به‌جای تولید متن، برای تصمیم‌گیری سریع و ساخت سیستم‌های Agent طراحی شده. اول خود مدل و کاربردهاش رو بررسی می‌کنیم و بعد می‌ریم سراغ توییتر تا ببینیم جامعه...

Build, Learn, Earn with AI: Get the Free Jev Build Prompt + Guide: Work With Us: You can use Claude Opus 5.5 to help build your own local AI specialist inspired by Jev. In this video, I walk...

Jev, a model from TypeSafe AI is a new paradigm with strong opinion around how RLHF and RLVR has completely taken over the public discourse and now it's going back to its roots to question whether new use...

I asked an AI model one simple yes or no question. It gave me back extra fields I never asked for. That is the exact problem Jev is built to fix. In this video I explain Jev in...

🚨 ال‌ال‌ام | LLMها هر روز دارن گرون‌تر و سنگین‌تر می‌شن! هر روز با مدل‌های هوش مصنوعی قوی‌تر روبه‌رو می‌شیم، اما یک مشکل بزرگ‌تر هم داره شکل می‌گیره: هزینه و سرعت! 💸 حالا یک نسل جدید از مدل‌های هوش مصنوعی...

Jev vs a fine-tuned classifier: Arize puts ModernBERT at single-digit milliseconds while Jev takes about 400, and Sean Goedecke suspects Jev has no substantial moat. What TypeSafe's Jev really sells is zero-shot: no labelled training set, and a...

Welcome to AI Vanguard, Imagine you're driving down the highway and the car in front of you suddenly slams on its brakes. Instead of instinctively pressing your own brake pedal, you stop and write a five-paragraph essay on the...

Jev didn't finish first. I gave TypeSafe's Jev, OpenAI's Decisions API (GPT-6 Luna) and 12 other AI decision models the same 9,629 finance tasks, and graded all 45,755 answers. This is Part 2 of my full evaluation of Jev....

ChatGPT inventor says chatbots are obsolete — meet Jev AI. Diogo Almeida, the OpenAI researcher who helped build ChatGPT and invented RLHF, left to start TypeSafe AI and built Jev, a System One AI model that never writes text....

Jev Week 5/7. TypeSafe's homepage says Jev is 193.6x faster, but the worked example on that same page divides to 75x, and outside tests land at 5-25x, still a real win. TypeSafe's quality evals grade Jev against the...

Build, Learn, Earn with AI: Get the Free Jev Starter Kit: Work With Us: What is Jev, and when would you actually use it? In this video, I break down TypeSafe’s Jev in plain English, show how it...

“Why haven't others been putting out these types of models already?” Teams doing real work already run classifiers where they make sense. What's new with Jev is a generic service that's easy to set up. #JEV #AI #aiagents #llm...

Build, Learn, Earn with AI: Work With Us: OpenAI just released the Decisions API, their take on what Jev does. You give it some text or an image, ask it a question, and it sends back an answer...

Jev AI Explained in Hindi 🤯 | What is Jev AI? #jev #jevai Jev AI kya hai aur ye kaise kaam karta hai? 🤖 Is Shorts mein simple Hindi mein samjhenge Jev AI, iska use aur ye AI agents...

Can TypeSafe’s Jev really not hallucinate — and if it can’t, how much should you actually trust its answers? Jev takes a different approach from a typical LLM: instead of generating prose, it returns structured decisions and confidence scores....