I. EXECUTIVE SUMMARY: THE ILLUSION OF THE PERFECT EQUITY CURVE
Every morning across the global financial capitals—from the high-frequency desks of Chicago to the systematic macro funds in London—the same ritual occurs. Quantitative researchers spin up backtests, generating pristine, upward-sloping equity curves that promise consistent alpha. These simula…



