Jev, the AI model that never writes a word
Jev doesn't write text. It returns fast, typed decisions with probabilities, and early users say it's cheaper and quicker than LLMs, just not by as much as claimed.

Jev doesn't write text. It returns fast, typed decisions with probabilities, and early users say it's cheaper and quicker than LLMs, just not by as much as claimed.

Reports say Microsoft and Meta are cutting employee use of Claude over cost and data concerns, but the story is about the end of free-spending enterprise AI, not a breakup.

Why local stdio scripts fail in production, and how to build a stateless JSON-RPC 2.0 server over HTTP with bearer authentication, schema validation, and self-healing LLM error handling.

It leads on knowledge work, trails on a few coding tests, and is limited to cyber defenders for now. Here's what Google actually shipped.

AI can write a function, refactor a service, or generate half a feature in minutes. The harder question comes later: who actually owns that code?

Laya is an open-source, multilingual System 1 decision model built for fast, structured predictions without autoregressive text generation.
