ego lite + Jev + DeepSeek Flash = stupid fast.

@ego_agent ego · Sep 18, 2026 · case #804008
Original post on X
The clip posted with this case (hosted by the collector’s media CDN); original post on X · 30s.

Benchmarked Jev with ego lite and DeepSeek Flash on 20 Amazon product decisions, finishing in 3.71s versus 54.45s for GPT-5.6 Sol.

The original post

ego lite + Jev + DeepSeek Flash = stupid fast. ⚡

3.71s for 20 Amazon product decisions.

GPT-5.6 Sol: 54.45s

Same task. Same result.

10/10 on both.

Less reasoning. Faster decisions.

1× speed.

Quoted post

@CompleteSkeptic34.6M views
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After co-inventing ChatGPT, I kept asking myself: why have superhuman chat models not led to AGI? I’ve spent the last 2 years in stealth building a new way to train models (RLCD), and a new type of frontier AI model that we are releasing today: Jev • 20-200x faster • 40-400x

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Numbers are a snapshot taken from X when the case was added to the library (schema v1, collected 2026-09-19); they will not match today.

Where this case fits

Filed under general Jev builds. In the pattern Jev is built for, the model answers a bounded question per step — and ordinary code acts on the answer, because the answer is already a value rather than a paragraph. Browse the full case library for the work it sits next to.

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Last updated: 2026-09-22 · sources & corrections · every card links to its author's original post