Comment by FooBarWidget
1 day ago
It's a bit weird for people to downvote this. Jev is a new architecture and paradigm, yet partially based on LLM/tramsformers, so it makes complete sense to test not only how it differs from LLMs but also whether LLM limitations still apply, and by how much. Prompt injection is very much an unsolved problem and real risk.
I upvoted your answer but can you tell more about Jev being a new architecture? Any paper that they released?
TypeSafe claims a new model architecture, a specialized "parallel sampler", and RLCD training specifically intended to make output probabilities calibrated. But no paper released. Openjev is a reimplementation purely based on public knowledge of the concept.