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Blackworks Capital Team

Blog Posts by “Blackworks Capital Team”

  • 6 min read

The Engine Room: How Systematic Strategies Are Built, Backtested, and Deployed

Behind every algorithmic trading decision is a process. Not a guess, not intuition, not an...

6 min read
  • 5 min read

Algorithms vs. Intuition: Why Code Wins in a Volatile Market

The hedge fund of the 1980s ran on conviction. Hire the smartest person in the room, give ...

5 min read
  • 5 min read

Overfitting Risk: When a Model Learns the Past Too Well

A student memorizes every practice test for a standardized exam. They can recite 500 answe...

5 min read
  • 5 min read

What Exactly is a Hedge Fund? Dispelling the Myths

The term "hedge fund" carries baggage. Aggressive traders, excessive leverage, secretive s...

5 min read
  • 9 min read

Decoding Investment Performance: A Guide To Portfolio Metrics

A 25% annual return means nothing in isolation. Was it earned on a smooth ride or through ...

9 min read
  • 5 min read

Why Small Systematic Funds Can Be More Nimble Than Multi-Strategy Giants

The financial industry venerates size. A $50 billion AUM figure reads as a badge of compet...

5 min read
  • 3 min read

The 5 Forces That Drive Markets: A Framework for Systematic Investors

Every market movement—whether a sudden crash or a sustained rally—is the product of multip...

3 min read
  • 5 min read

True Diversification: The Low Correlation of Systematic Strategies

September 2008. A portfolio manager looks at their statement: 60% stocks, 40% bonds. Diver...

5 min read