“Geopolitical Sentiment As a Leading Indicator: A Hybrid Analytics Approach to Forecasting Oil Volatility and Emerging Market Vulnerability (2015–2025)”. 2025. Journal of Cognition and Artificial Intelligence 1 (1): 6-12. https://doi.org/10.66512/jcai.1.1.2025.3.