Successfully managing the world of resource investing often requires knowing and forecasting the natural characteristic of prices. These industries are inherently vulnerable to regular upswings and declines, driven by elements such as weather, global situations, output shocks, and changes in cons

AI has achieved remarkable strides in recent years, demonstrating profound abilities in various domains. This progress is particularly evident in AI's growing capacity for contextual understanding. Historically, AI systems depended on rule-based methods, often struggling to grasp the nuances and