The recent decrease in US oil inventories by 3.9 million barrels has played a significant role in the downward trajectory of Brent crude oil prices. This unexpected reduction, surpassing the forecasted 2.5 million barrel decrease, has led to market uncertainty and contributed to the ongoing decline in oil prices. Optimism surrounding ceasefire negotiations between Israel