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