SPY Credit Spreads Swarm

What did we learn from SPY (S&P 500 ETF)?

Swarm Gating reduced drawdown by 70% (-0.25% vs -0.84%) by avoiding the 'High Stress' crash regime. The system successfully filtered out high-risk trades that caused significant losses in the baseline, proving its value as a tail-risk filter for income strategies.

• •The Challenge: Understanding complex dynamics in real-time.
• •The Solution: Using Swarm Intelligence to detect hidden regimes.
• •The Result: Validated predictive power in high-stress environments.