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Журнал StratCraft · выпуск 062 · ноябрь 2026 г.

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INSIGHTS25 мая 2026 г.Чтение 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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Последние сводки.

1 статей·Сортировка по новизне

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.

StratCraft8 min · 15 МАЯ

Список чтения этой недели.

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25 МАЯinsights

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

15 МАЯinsights

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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Полевые заметки из кабины.

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

Последние сводки.

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

Список чтения этой недели.

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

Полевые заметки из кабины.

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

Последние сводки.

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

Список чтения этой недели.

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.

Одно продуманное письмо каждую пятницу.

Start With an Evidence-Producing Research Loop