“The Accuracy Paradox in AI Equity Markets: A Regime-AwareTrading Strategy Using XGBoost and Walk-Forward Optimization”. NOLEGEIN-Journal of Financial Planning and Management, vol. 9, no. 2, Sept. 2026, https://mbajournals.in/index.php/JoFPM/article/view/2059.