來自駕駛艙的現場筆記。

StratCraft 期刊 · 第 062 期 · 2026年11月

來自打造 StratCraft 引擎團隊和在其上部署實盤策略的交易員的研究日誌、事後復盤和工程深度分析。

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INSIGHTS2026年5月25日閱讀 8 min

ML vs LLM as Signal Generators: Eight Dimensions Where the Choice Is Already Made

ML vs LLM as a trading signal generator, broken down across eight dimensions: cost shape, failure mode, reproducibility, interpretability, and the one row where the LLM actually wins.

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5月25日insights

ML vs LLM as Signal Generators: Eight Dimensions Where the Choice Is Already Made

ML vs LLM as a trading signal generator, broken down across eight dimensions: cost shape, failure mode, reproducibility, interpretability, and the one row where the LLM actually wins.

StratCraft · 8 min

5月15日insights

I Asked an LLM to Generate 20 Trading Strategies. 14 Were the Same Thing.

After generating 20 LLM trading strategies, 14 reused the same mean-reversion shape. Here is what breaks when AI skips the validation stack.

StratCraft · 8 min

Start With an Evidence-Producing Research Loop

Use Community AI Studio with direct BYOK or a supported local model, then validate and backtest locally.

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來自駕駛艙的現場筆記。

ML vs LLM as Signal Generators: Eight Dimensions Where the Choice Is Already Made

最新報告。

I Asked an LLM to Generate 20 Trading Strategies. 14 Were the Same Thing.

本週閱讀清單。

ML vs LLM as Signal Generators: Eight Dimensions Where the Choice Is Already Made

I Asked an LLM to Generate 20 Trading Strategies. 14 Were the Same Thing.

Start With an Evidence-Producing Research Loop

來自駕駛艙的現場筆記。

ML vs LLM as Signal Generators: Eight Dimensions Where the Choice Is Already Made

最新報告。

I Asked an LLM to Generate 20 Trading Strategies. 14 Were the Same Thing.

本週閱讀清單。

ML vs LLM as Signal Generators: Eight Dimensions Where the Choice Is Already Made

I Asked an LLM to Generate 20 Trading Strategies. 14 Were the Same Thing.

每週五一封用心之郵。

Start With an Evidence-Producing Research Loop