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O Diário StratCraft · edição 062 · novembro de 2026

Registos de investigação, post-mortems e análises técnicas profundas da equipa que constrói o motor StratCraft. E dos traders que entregam estratégias em produção sobre ele.

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INSIGHTS25 de maio de 20268 min de leitura

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

Equipa 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 DE MAI.

Lista de leitura desta semana.

Escolhido a dedo pela equipa. Investigação, papers e despachos de outros locais da internet.

25 DE MAI.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

15 DE MAI.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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Notas de campo do cockpit.

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

Últimos despachos.

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

Lista de leitura desta semana.

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

Notas de campo do cockpit.

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

Últimos despachos.

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

Lista de leitura desta semana.

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.

Um email refletido, todas as sextas.

Start With an Evidence-Producing Research Loop