Theo: Jev is a System One model and does not reason
Theo says Jev only categorizes and cannot judge task complexity from a prompt alone, because it has no context on the codebase, the agent's tools, or what the work involves.
Reminder that Jev is a "system one" model. It does not reason. It categorizes. It is nearly impossible to know how "complex" a task is purely from a prompt. You need to understand the system the prompt is made in, the tools the agent has access to, and the complexity of what the agent has to work around to complete the work. Jev has none of this context. Literally zero. It cannot know how hard it is to make a change in your codebase. If you ask an agent to "port this to Rust," it doesn't know if the codebase is a 100-line TypeScript file or if it's a million-line complex application. It doesn't know if your request to fix a bug touches complex pieces of your application or if it's a simple two-line change. Jev is awesome, but it is not built for this. In order to know how much thinking a task requires, you have to think. Jev does not "think".