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.
Discussion on a Specialized Jev Model for Monitorability
The author suggests a Jev model designed for monitorability could work well at scale, but has reservations about CoT due to GPT-6 evading monitors.
Overall it's super fast! A specialized Jev model designed specifically for monitorability could work really well at scale! I have my reservations of CoT as a method due to GPT-6 evading monitors, but it could prevent more obvious harm.
· 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.
