risk
4 articles in this cluster.
Daily, Trailing, and Max Drawdown: The Three Caps That End Prop Firm Accounts
Prop firm operators rarely lose accounts on strategy. They lose them on one of three drawdown caps — and which cap kills the account is almost always the one they didn't model.
The Anatomy of a Drawdown: Why Survival Is Mathematically Prior to Return
Recovery is not linear. Losing half your account doesn't take half a year to undo — it takes a doubling. Here is the math, the psychology, and the architecture of staying small enough to survive.
Is AI Trading Legal? A 2026 Global Compliance Guide
AI trading is legal everywhere it matters. The interesting question is which kind of AI trading — software you run on your own account is treated differently from AI-managed pooled-capital — and which regulator applies. Here is the global 2026 picture.
AI Trading Risk Management: A 5-Layer Defense Architecture
Every retail bot has 'risk management.' Most have a stop-loss and call it done. Real AI trading risk management is five independent layers — and each one catches a different way the trade should not have fired.