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jevARTICLE

Building an HFT trading bot with Jev: one buy/sell decision per block

The author says Jev makes calibrated buy/sell decisions in under 100ms and walks through how to build this HFT trading system from scratch in a long article.

Roan
@RohOnChainArchived 2026.09.20Originally posted 2026.09.19

What this article says

文章主张 Jev 是专为交易场景打造的最快 AI 模型,能在 100 毫秒内做出经过校准的买入/卖出决策,相当于每个区块、全天候都执行一次真实决策。作者以教程形式,从零演示如何用 Jev 搭建一套高频交易(HFT)系统,把决策环节从传统 LLM 的逐 token 生成换成类型化的 Choice/Score 判断,从而把延迟压到毫秒级。结论是:在需要极快、可校准、可编程控制的交易决策上,Jev 相比通用大模型有数量级优势,适合作为交易 bot 的决策内核。

Jev is the FASTEST AI model ever built for trading

It makes calibrated buy/sell decisions in under 100 ms

That is one real decision on every single block, 24/7

In this article I've shown EXACTLY how to build HFT trading system with Jev (from scratch) https://x.com/i/article/2100887343809110016

Roan @RohOnChainOriginally posted 2026.09.19
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x.com/rohonchain/status/2101311813908652069Archived 2026.09.20 10:15