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 Is Not a Better LLM, It's a Different Category of System
The post notes most AI teams run 80% of inference on a model costing 100x more than needed, and introduces TypeSafe AI's Jev as a different category of system.
Most AI teams are running 80% of their inference workload through a model that costs 100x more than it needs to. Not because they want to. Because there was no alternative. The alternative is here. Jev by @typesafeai is not a better LLM. It is a different category. A System
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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.
