On: Decision models like Jev don't beat LLM-as-a-judge or traditional classifiers

[serbuvlad]

I'm not arguing against Jev. Jev is very cool.

I'm arguing against the idea that Jev fixes a fundamental deficiency in LLMs by showing it's confidence.

It doesn't.

Jev can do a strict subset of what LLMs can do, but incredibly quickly and incredibly cheaply, which is certainly valuable.

[esafak → serbuvlad]

Yes, it does. A low-latency calibrated classifier is valuable.