The article explores how trading strategies can be affected by changes in market conditions. By studying a type of trading called pairs-trading, the researchers found that the risk of these strategies increases when the market shifts between different modes. They developed a solution to help investors make better decisions when trading pairs of assets. The study shows that incorporating information about market changes can give traders an edge in making profitable trades.