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Abstract: With the global market for AI in food and beverage projected to hit $18.34 billion in 2026, the GCC is emerging as a primary testing ground for “Predictive Gastronomy.” This article explores how machine learning algorithms are analyzing social media sentiment, local weather patterns, and even macroeconomic shifts to forecast consumer cravings before…