Hedge Funds

Energy Markets

Commodity Trading Giants Lose Billions as AI Models Fail Iran Volatility Test

Margin call cascades exposed systemic fragility in leveraged energy trading infrastructure when algorithmic hedging systems failed to price geopolitical tail risk.

8 min read ·
AI

Howard Marks: AI Will Eliminate Most Fund Managers, But the Greatest Investors Will Thrive

Oaktree's co-chairman argues artificial intelligence excels at pattern recognition from historical data—which is precisely why it will fail where elite investors succeed.

9 min read ·