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Il Journal StratCraft · numero 062 · novembre 2026

Log di ricerca, post-mortem e approfondimenti tecnici dal team che costruisce il motore StratCraft. E dai trader che distribuiscono strategie live sopra di esso.

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INSIGHTS25 maggio 20268 min di lettura

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

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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 MAG

Lista di lettura di questa settimana.

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25 MAGinsights

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 MAGinsights

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

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Appunti sul campo dalla cabina di pilotaggio.

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

Ultimi dispacci.

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

Lista di lettura di questa settimana.

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

Appunti sul campo dalla cabina di pilotaggio.

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

Ultimi dispacci.

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

Lista di lettura di questa settimana.

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.

Un’email ponderata, ogni venerdì.

Start With an Evidence-Producing Research Loop