What is the point of this, if it is p90 17 seconds? Might as well use an LLM. The beauty of Jev is that it is dirt cheap and insanely fast.

Ask Jeeves - Only took us 30 years to come full circle.

Super dope. If it would ship as prod ready code supporting mps as well that would be even doper.

But funny that jev is getting its lunch eaten apparently in under two weeks?

Seems like this is the way, a hybrid approach where some of the pipeline will be jev like and some traditional LLM depending on the nature of the work.

what about benchmark against smaller or bigger models? 9B looks too small for llm-level decisions.

Are there "good" Open source Decision models built on Gemma-4 and also trainiable on own data?

This isn't really surprising. LLM reasoning and before that, chain of thought prompting are essentially forms of test-time compute scaling.

interesting bench list, what about benchmark against smaller or bigger models? 9B looks too huge for small like laya, and too small for llm-level decisions.

See if it can beat Jev's Pokémon benchmark

I'm surprised we haven't seen a "Jehovah" yet.

Just curious, where has this term 'noul' come from for yes/no ansers?

/a bit more digging and..

A Noul performs a Bernoulli trial—an experiment with exactly two outcomes (yes or no)—but instead of picking one, it returns the calibrated probability (ranging from 0.0 to 1.0) that the statement is true.

I hate it :)

Jeeves, that's a name I haven't heard in a long time...

So "askjeeves" has been resurrected?