TypeSafe AI’s Jev Is Not an LLM — And That May Be the Point

Jev: ChatGPT Inventor's New AI Model 100x Cheaper

Diogo Almeida left OpenAI frustrated after realizing that despite helping build ChatGPT and inventing reinforcement learning from human feedback, the technology lacked genuine practical utility for real-world automation scenarios and machine-to-machine communication workflows. Two years ago, Almeida founded TypeSafe AI to solve this fundamental problem, recognizing that ChatGPT optimizes for human-readable language while computers need […]

Jev is HERE. How to use it

In this episode, I talk with Ryan Vogel about Jev, a new type of AI built for classification. Ryan shows how Jev takes an input plus an output schema and returns a probability for each choice in about 200 milliseconds. He demos Jev sorting 1,700 emails for 18 cents total, then covers lead scoring, s

TypeSafe AI’s Jev Is Not an LLM — And That May Be the Point

TypeSafe AI is challenging the industry’s reliance on large language models for every stage of the agentic stack with the launch of Jev, a specialized “System One Model” designed exclusively for structured decision-making. By abandoning the generative capabilities of LLMs in favor of a non-LLM architecture, TypeSafe aims to replace the expensive, latency-prone routing and […]