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.
Codex Adaptive Reasoning Powered by Jev
The post says Codex adaptive reasoning adjusts reasoning effort mid-chain-of-thought based on task difficulty, powered by Jev from @miu21590.
This is utter genius. Adaptive reasoning in Codex that updates the reasoning effort *mid-CoT* based on the task difficulty. Powered by 'Jev' from @miu21590.
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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.
