CASE FILE / Decision automation

I added Jev to the AI Hedge Fund

I added Jev to the AI Hedge Fund. We now get frontier-level trading decisions, 100x faster and cheaper than an LLM. How it works: 1 • set strategy 2 • pick tickers 3 • backtest with Jev System now runs in seconds, not minutes.

By Virat Singh @virattt

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Virat Singh · @virattt

Original post

I added Jev to the AI Hedge Fund. We now get frontier-level trading decisions, 100x faster and cheaper than an LLM. How it works: 1 • set strategy 2 • pick tickers 3 • backtest with Jev System now runs in seconds, not minutes.

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Chinese translation

我将Jev添加到人工智能对冲基金中。我们现在可以获得前沿级别的交易决策，比LLM快100倍，而且便宜。它的工作原理： 1 ·制定策略 2 ·挑选股票 3 ·与Jev进行回溯测试系统现在运行时间为几秒钟，而不是几分钟。

What this case shows

Use JEV as a typed, fast decision layer
Wire probability into business rules
Open the original post for the full demo