Best Code AI Models
1 model tracked · 60 recent news stories
📰 Latest Code Model News(60 stories)
Laya: The Free, Open-Source Alternative to Jev for AI Decisions
by Vignesh RS — Have you ever found yourself in a situation when your software needed a language model to decide upon trivial things?
2 sources
Jev in Practice: What It Can Decide, What It Costs, and the One Check It Cannot Do for You
A System One model returns typed decisions in 70 to 500 milliseconds and bills nothing for output. Here is what that changes in a real… Continue reading on Agents Under Test »
I Gave 3 AI Trading Bots $1,000 and Let Jev Make Every Decision
Last year, one of my AI trading agents made $2,500 in a single day. Continue reading on Medium »
fast-jev-compaction: What Survives When an Agent Forgets?
by Alessio Bussolari — These tips grew out of my conversations with AI: asking questions, exploring alternatives, and learning along the way. I’m sharing what…
JEV — The Model That Can’t Write a Sentence
The Model That Can’t Write a Sentence Continue reading on Medium »
Tasks Small Businesses Can and Cannot Delegate to 'Jev,' an AI That Doesn't Write Text
There are people who open emails every morning, determine whether they are requests for quotes, invoices, or complaints, and sort them by department. Some people read daily reports to categorize...
Julia-1 Explained: The Free AI Model That Can’t Write a Single Sentence
A 144M-parameter open “decision model” from a small Brazilian lab runs on a laptop CPU. Here’s how it works, how it compares with Jev and… Continue reading on Medium »
Analyzing 3,582 learner feedback entries. Using Jev to classify all entries and LLMs to refine questions and results
For 3,042 learner feedback entries, there were 89 questions per entry. When I had Jev classify them, it returned results in 211 seconds. Two full-set evaluations conducted with revised questions cost...
Not Everything Needs an LLM: A Deep Agent Example with JEV and Script-based Skills
TL;DR Continue reading on Medium »
Julia-1: A 100M Jev AI for free
by Mehul Gupta — How to use Julia-1 for free?
Understanding the Probability in Jev
Over the last few years, I have often felt that we’ve been forcing generative models into roles they were never designed for. Continue reading on Medium »
What Is Jev? Should Your Agents Use It Instead of Another LLM Call?
Your agent just spent a frontier model call to answer “is this urgent?” and “which tool next?” Continue reading on Medium »
Everything You Need to Know About Jev AI
Ever since AI is introduced, We almost get introduced to newer and smarter AI models every day. Continue reading on Medium »
Jev Is an AI That Can’t Chat. That’s Why Everyone’s Talking About It.
by Marlon Steiner — Every AI you used this year wanted to talk to you.
Jev: Fast Decisions Need Clear Boundaries
by Alessio Bussolari — These tips grew out of my conversations with AI: asking questions, exploring alternatives, and learning along the way. I’m sharing what…
Jev AI: 10 Use Cases for Smarter Agentic Applications
by Cloudstakes Technology — AI agents are moving beyond simple chatbots. They can search information, use tools, call APIs, work with databases, and complete…
2 sources
Entrusting memory organization and retrieval to Jev. Trying out schedule changes with Jev-Mem
PM," you then say, "I'm changing it to Friday at 3:00 PM." A few days later, when you ask the agent about the schedule, which one would you want it to answer?This is a hypothetical example for ...
Building Complex AI Workflows with Jev
by Rajasekar Venkatesan — A live experiment in composing small judgments into larger decisions and knowing where the approach stops being usefulOn 20 synthetic expense claims, a single Jev question applying an entire...
Understanding what Jev is and is not!
by S Sankar — In the competitive LLM world, Jev has chosen to live with them instead of fighting for a place
Attackers Create Fake Jev AI Stores to Intercept Prompts Through Third-Party Servers
Jev: A System 1 Decision Model
Trace a production AI agent from request to response and count the model calls. What surprises you is how few of them actually write… Continue reading on Medium »
Fast Thinking for AI: An Introduction to Jev
by Shree Garg — Have you ever wondered whether we need an LLM call at each step in a GenAI application? Not really. We don’t need deep thinking and…
Every Configuration of This Decision Model Was Jailbroken for 50 Cents
by Aditya Inamdar — Check Point tested Jev, the model leading Decision Index 0.2.1 at 57.9. Typed output did not help. Distrust instructions did not help.
Your AI Needs a Review Queue
by Marco Kotrotsos — How to use Jev’s scores to automate routine decisions, check the mistakes you accept, and give difficult cases a useful destination.
Laya: Did Jev Really Invent This New AI Model?
Jev started the hype. Laya says, “Hold my open-source weights.” 🍺🤖 Continue reading on Medium »
Jev: The question mattered more than the model
by Ruxi Zhang — Figure 1. Splitting the question moved both models more than switching models did. On this synthetic dataset a regex already reaches 91.8%…
Jev vs LLM: One Writes, One Decides
by Joseph Reddy — Let us start with one Analogy. The airport security line. The person checking your boarding pass doesn’t interview you.
