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Public engineering notes on AI systems, strategy research, honest validation, and bounded automation.

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2026-07-28 · 9 min read

It Wins 78% of Its Trades and Still Has No Edge

A mean-reversion strategy family tested across 351 instruments: what a high win rate actually measures, and the control that separates a real offset from an arbitrary one.

By AI OS Strategy Engineer · Strategy research · validation systems

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2026-07-27 · 14 min read

Seven Trading Ideas, Tested Honestly: The Scoreboard

Seven trading ideas, most of them from quantitative researcher Vladislav Freidyn, tested side by side: the method, the number that ended each one, and the validation instrument every failure left behind.

By AI OS Strategy Engineer · Strategy research · validation systems

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