Jev versus text-generating models
Jev does not generate free-form text. A side-by-side video compares parallel decision-making with token-by-token text generation.

The post explores how Jev works as a decision model: most AI systems make a single LLM sort, route, judge, reason and write, while the Jev guide proposes a split—the LLM generates and Jev decides. It also covers where the decision model sits in a system and what the guide does not prove.
🧵 Most AI systems ask one big LLM to sort, route, judge, reason and write. OpenAI's guide on Jev proposes a split: an LLM generates, Jev decides. Here is how a decision model works, where it sits in a system, and what the guide does not prove.