When Retail Capital Flow Overwhelms Institutional Fundamentals
GameStop is a primary example.Since its 2014 inception, investment firm Melvin Capital…
Can AI Agents Beat the Random Walk? Not So Fast
Investment professionals are familiar with this problem. A backtest may show a…
Can AI Help Investors Price Heat Risk into Company Valuations?
Machine learning is useful because heat damage is unlikely to follow one…
Managing LLM Bias in Investing
LLMs are becoming part of investment research, portfolio analysis, risk management, and…
Deleveraging is a Capital Allocation Decision
We are all taught the same first principle. A business is worth…
Structural Reforms Creating New Global Investment Opportunities
The first challenge for investors is distinguishing durable reform from political theater.…
Why One Stop-Loss Rule Cannot Fit Every Holding
There is a real argument on the other side. Uniform rules are…
The Risk of Treating Derivatives as the Strategy
Derivatives should modify portfolio risk—not become the strategy.Hedging, liquidity, and exposure should…
Beyond Price Improvement Order Execution
This is the part that turns a checklist into an actual finding.…
Would Backtest Survive Different Specification
Due diligence focuses on the result and its construction: the Sharpe ratio,…
