Aaron denied responsibility, even though he made the molds and poured the gold (32:4). Aaron wanted Moses to believe it all just happened (32:24). He implied he had no choice because the people were so evil (32:22).
Aaron did not fool Moses. Moses knew Aaron could have led the people, but instead, he allowed them to get completely out of control (32:25).