“The letters are tiny” returned no results, so I gave settings search a decision model

by Omar — TypeSafe’s Jev in a Kotlin Multiplatform app, measured on 100 messy questions

Medium·9h ago

Jev AI: Why Not Every AI Call Needs an LLM

by SHIVAM JINDAL — Jev from TypeSafe AI returns decisions, not text. Here’s why most AI calls in your app were never really a job for an LLM

Artificial Intelligence in Plain English·4d ago

Jev Isn’t An Overnight Fix For Your Lack of AI Fundamentals

Led by Diogo Almeida, a former OpenAI engineer instrumental in building ChatGPT, TypeSafe is now valued at $7.5 billion weeks after launch.

Analytics India Magazine·5d ago

Beyond Chat: Building Agentic AI Applications with TypeSafe’s Jev

Artificial intelligence is entering a new phase. While Large Language Models (LLMs) excel at generating text, most enterprise applications… Continue reading on Medium »

Medium · Raja Ramesh·Oct 24

Jev “Can’t Hallucinate.” It Can Still Be Confidently Wrong.

by Satyajith Mundakkal — TypeSafe’s “can’t hallucinate” claim is about the shape of an answer, not whether it is correct. My team ran 25,000 calls to find out how…

Medium·Oct 23

Python and JavaScript Got an Official Jev SDK. Java Didn’t, So I Built One.

An open source Java 26 client for TypeSafe’s Jev model, on Maven Central today, with virtual threads, structured concurrency and a real… Continue reading on Medium »

Medium · Dharmendra Mishra·Oct 21

When Should AI Refuse to Guess? Testing TypeSafe Jev

Structured answers are the easy part. I sent 120 labelled support messages to TypeSafe’s Jev and to OpenAI’s Decisions API. Their accuracy… Continue reading on Tech Learnings »

Medium · Albin Issac·1d ago

TypeSafe AI Secures $870M at $7.5B Valuation as Non-Text Jev Model Gains Rapid Enterprise Adoption

AI Insider·4d ago

Typesafe JEV AI Agents at Scale: Enforcing Zero-Copy Contract Validation in Agent Bricks

💡 Key Takeaways Continue reading on Medium »

Medium · Sagar Ratnaparkhi·6d ago

TypeSafe AI admits a leak exposed every customer's Jev model output

Startup Fortune·Oct 24

決策模型 API 實測：TypeSafe Jev vs OpenAI Decisions

by Diman Yen — TypeSafe Jev vs OpenAI Decisions：以銀行客服情境，比較準確率、延遲、成本與機率可信度。

Medium·Oct 22

I tried using Jev (TypeSafe) as a decision-maker for AI agents | Work records: Results compared with Claude across 80 questions and how to write prompts

When you leave tasks to an AI agent, it can sometimes stumble on its "next move." It repeats the same mistake. It keeps researching even though it has all the materials. It proceeds with an action ...

note·Oct 21

Diagnosing Student Misconceptions: How Decision Models Change the Economics of AI

Three generations of AI, one classroom problem and why decision models like TypeSafe’s Jev and Clef are the frugal next step. Continue reading on Medium »

Medium · Sachin Singh·4d ago

Shadow-Test Your Decision Model’s Confidence Score

by M. Haseeb Hassan — TypeSafe’s Jev decision model answered a batch of “which ticket is unknowable-priority” questions correctly 44.7%

Level Up Coding·5d ago

Building Smarter Enterprise AI Agents with AWS Bedrock AgentCore and TypeSafe AI Jev

A Hybrid Architecture for Reasoning, Decision-Making, and Governance Continue reading on Medium »

Medium · Raja Ramesh·Oct 24

TypeSafe AI Raises $40 Million Seed Funding At $200 Million Valuation

Forbes·Oct 23

TAI #227: Agentic Development Moves Up Another Level

by Towards AI Editorial Team — Also, TypeSafe AI releases Jev 1.14, Meta releases Muse Spark Open, DeepSeek releases V4.1-Flash-1017, and Microsoft details MAI-Base-2.

Towards AI·Oct 21

A new model returns a probability instead of a paragraph, and the PM’s first job is to define the…

by Ryan Sullivan — On September 15, 2026, a lab called TypeSafe came out of two years in stealth with a model named Jev, which Every’s Laura Entis described…

Towards Deep Learning·Oct 20