Guideyoutube.com/@KodeKloud
Jev Explained in 3 Mins
KodeKloud’s short: what a System One model decides, and why it answers in milliseconds.
Updated Nov 3, 2026
YouTube videos about Jev
Jev tutorials, walkthroughs, interviews and demos from YouTube. Every video plays on this page, and each card says what it covers before you start it.
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Diogo Almeida
@CompleteSkeptic
After co-inventing ChatGPT, I kept asking myself: why have superhuman chat models not led to AGI? I’ve spent the last 2 years in stealth building a new way to train models (RLCD), and a new type of frontier AI model that we are releasing today: Jev • 20-200x faster • 40-400x cheaper (w/ output tokens free) • Frontier composable intelligence optimized for decisions AFAICT the shortest path to AI-based economic revolution
Guideyoutube.com/@CalebWritesCode
Jev explained in 7min..
Caleb Writes Code: what Jev is and how to use it, in seven minutes.
Guideyoutube.com/@madewithjev
Jev Engineering Explained: How to Build AI Agents With Jev
Our own video, under five minutes: an LLM writes, Jev decides and code acts, where the term comes from, and how to move your first decision.
Guideyoutube.com/@GregIsenberg
Jev is HERE. How to use it
Greg Isenberg and Ryan Vogel on the Startup Ideas Pod: what Jev is, the businesses it unlocks, and how to call it today through the Vercel AI Gateway.
Guideyoutube.com/@syntaxfm
wtf is jev?
CJ from Syntax explains how Jev works, then demos browser use, classification, code review, a model router and a chat bot with no LLM.
Guideyoutube.com/@vogeldev
Meet Jev: tested on 1,000 emails
Ryan Vogel runs Jev on 100 and then 1,000 of his emails: category, priority, spam and reply predictions.
Guideyoutube.com/@AICodeKing
Jev and Browser Use, fully tested
AICodeKing tests support routing, refund detection, prompt-injection resistance and browser automation.
Guideyoutube.com/@retriever-ai
Jev in the rtrvr.ai browser agent
Retriever AI tests Jev on real browser tasks: where it worked, where it struggled, and how they will use it next to larger models.
Guideyoutube.com/@NidhiSinghAttri
Jev and herdr: routing between models
Nidhi Singh’s setup: one terminal, three AI subscriptions, and Jev picks the model for Claude Code, Codex and Cursor.
Guideyoutube.com/@avb_fj
Livestream: coding with Jev
Neural Breakdown with AVB takes Jev apart and looks at architectures for models that predict JSON. The video starts at 6:57.
Guideyoutube.com/@TechBrewRideHome
What is Jev? (Tech Brew Ride Home)
A podcast segment on TypeSafe AI, its $40 million raise, and why the name is a nod to Jevons paradox.
Guideyoutube.com/@GaryExplains
Jev: fast and cheap, but there is a caveat
Gary Explains on the catch: Jev understands natural language but it is not an LLM. It answers with structured values and a confidence level.
Guideyoutube.com/@samwitteveenai
Jev: the ultimate classification model?
Sam Witteveen on System 1 thinking, then demos of Choice, Score and Noul, a practical example, and chained actions.
Guideyoutube.com/@nateherk
I tested Jev on 12 real use cases
Nate Herk compares speed and cost against ordinary models, then builds an X feed classifier and a real-time paper-trading prototype live.
Guideyoutube.com/@RAmjad
Jev and Claude Code: the cheapest agentic loop yet
Ray Amjad puts Jev inside an agentic coding loop and looks at what it costs to run.
Guideyoutube.com/@DavidOndrej
Build anything with Jev
David Ondrej explains how to use Jev, the architecture behind it, and how to build a business on it.
Guideyoutube.com/@Itssssss_Jack
Jev AI just dropped
Jack Roberts walks through the three kinds of micro decision: a yes or no, a choice from preloaded options, and a score from 1 to 100.
Guideyoutube.com/@maximilian-schwarzmueller
It really is. No joke.
Maximilian Schwarzmüller on a new kind of model that beats LLMs in the areas it was built for.
Guideyoutube.com/@albertolgaard
I tested the new Jev model
Albert Olgaard tests Jev and explains why the System One models matter.
Guideyoutube.com/@TheHunterBohm
I paired Jev with Astra
Hunter Bohm on how Jev works, pricing and parallel decisions, whether it is actually new, and his own Astra plus Jev benchmark.
Guideyoutube.com/@promptwarrior
Jev: full tutorial
Moritz starts from the API key, then builds three prototypes: a voice-controlled browser, memory retrieval, and a YouTube topic scorer, and says where Jev still needs an LLM or plain code around it.
Guideyoutube.com/@RoboNuggets
Jev will 10x your Claude Code (Here's How)
RoboNuggets: how to put Jev to work inside Claude Code.
Guideyoutube.com/@MG_cafe
Jev Claude Code: Quick Setup
MG walks through setting Jev up with Claude Code from scratch.
Guideyoutube.com/@AIJasonZ
Jev + Treg is a crazy combo for automation...
AI Jason pairs Jev with Treg and builds automation on top of the two.
Guideyoutube.com/@AI-GPTWorkshop
JEV Is NOT an LLM — Here's What It Actually Does
Zubair Trabzada's AI Workshop: what Jev actually does, and why calling it an LLM misleads.
Guideyoutube.com/@Supabase
The brand new AI: Jev
Supabase, in a short: Jev introduced in under a minute.
Guideyoutube.com/@samwitteveenai
Open Jev Models Are Here!!
Sam Witteveen goes through the open decision models released in Jev's first week.
Guideyoutube.com/@engineerprompt
Steerable Reranking: How JEV Solves RAG
Prompt Engineering puts Jev in the reranking step of a RAG pipeline: why vector search and cosine similarity fail, how a steerable reranker works, and how it compares with LLM rerankers and cross-encoders. A Colab notebook comes with it.
Guideyoutube.com/@JulianGoldieSEO
Jev AI Full COURSE 1 HOUR
Julian Goldie’s hour-long course: the three question types, many decisions batched in one request, and ten use cases, from email sorting and lead scoring to internal linking across 586 pages and a browser agent finding flights.
Guideyoutube.com/@KevBuildsApps
Jev AI just changed video editing forever
Kev makes Jev the decision maker inside HyperEdit, his open-source AI video editor, and walks through the whole setup with Claude Code. The repository is free on GitHub.
Guideyoutube.com/@CoderOne
Open Source, Faster Jev is HERE
Coderone on Laya, the open System One model from Convai Innovations: what typed decisions are, why they replace a share of LLM calls, and Laya run locally to see if its figures hold up.
Guideyoutube.com/@daveebbelaar
Jev Explained for Python Developers
Dave Ebbelaar in Python: a support-ticket classification first, then Choice, Score and Noul, several questions in one call, and latency and price next to Claude Haiku, Opus 5 and Fable 5.1.
Guideyoutube.com/@Raul-Marin-Calleja
Jev para diseñadores: uso en Design Systems
Raúl Marín, in Spanish: what Jev decides against what an LLM writes, then closed judgments applied to a design system — variant choice, email classification next to GPT, fast UI rendering and screens generated from prompts. 21 minutes, with chapters.
Jev tutorials and demos
Walkthroughs, interviews and demos. Every video plays here, so you can watch it without leaving the page, and each one says what it covers before you start it.
58 guides