Thomson's Plum Pudding model, while groundbreaking for its time, faced several challenges as scientists gained a deeper understanding of atomic structure. One major drawback was its inability to account for the results of Rutherford's gold foil experiment. The model predicted that alpha particles would pass through the plum pudding with minimal sca