Jev is a new kind of AI and it can't write a single sentence

Jev is a new kind of AI and it can't write a single sentence that part is on purpose it's a System 1 classification model from TypeSafe AI, built by one of the people behind ChatGPT you hand it a list of options and it hands back a probability for each one a normal LLM types one word at a time and you pay the latency on every token Jev scores the whole thing in a single pass that makes it stupid cheap for the jobs you would never want to run Opus on thousands of insurance records at once a giant vuln list you have to split into real threats and false positives the boring high volume grunt work that clogs up your pipeline it sits under the big models and takes the guessing off their plate so they stay free to think tomorrow I show the exact setup for wiring one of these classifiers in front of Claude so it stops burning tokens on sorting