Financial markets rarely behave in a stable or predictable way, and this instability makes short‑term forecasting extremely difficult. In my newest published research, Market Regime Detection for Equity Forecasting, I explored whether identifying latent market regimes—such as low‑volatility bull markets or high‑volatility downturns—can help models adapt to changing macroeconomic environments.