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The most-starred LLM trading paper claims buy-and-hold lost 5.23%. It actually g

BACKGROUND
1 SIGNALFIRST DETECTED 27 July 2026
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26 Aug
We replicated a published 0DTE options paper to four decimals. One unit-scale bug reverses its headline result — confirmed by the author

<p><em>This is the short version of the full write-up, which carries every table: <a href="https://gex.live/research/vilkov-0dte-rules-replication" rel="noopener

REPORT · WHAT · Dev.toOPEN STORY
20 Jul
My trading system has a 73.5% win rate and loses money. Here is the diagnostic that found it.

<p>I spent a few days auditing a live FX system I built, over 16 years of history. The result was negative in a way I did not expect, and the diagnostic that found it is general

REPORT · HOW · Dev.toOPEN STORY
2 Apr
How to Avoid Overfitting in Crypto Trading Bots: Lessons from 10,000+ Backtested Trades

<p>Overfitting is the silent killer of algorithmic trading strategies. Your backtest shows incredible results, but the moment you go live, everything falls apart.</p> <p>After

REPORT · HOW · Dev.toOPEN STORY
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