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.
Jev Model Knows When It Doesn't Know
A user shares that checking 900 Jev decisions against Opus 5 revealed Jev had already flagged 122 of 128 misses as unsure, highlighting its self-awareness.
Joined the same week. What converted me was not the speed, it was checking 900 of its decisions against Opus 5 and finding Jev had already flagged 122 of the 128 misses as unsure. It knows when it does not know. The run is here:
· 0 likesOpen on X
More like this
Pricing, evaluations, and the name Jev
The launch thread explains code-and-AI workflow evaluations, the input price announced at launch, and free output tokens.
Jev Model: Decision-Making Probability Generation, 200× Faster and 400× Cheaper Than LLMs
This model is built for decision-making rather than text generation, outputting probabilities for each option in parallel instead of token-by-token responses. The author shares a simplified comparison of normal LLMs versus this Jev model.
