What is the role of bias term (b) in SVM?

The bias term shifts the decision boundary away from the origin.

Without bias, the hyperplane must pass through the origin, limiting flexibility. The bias term allows translation of the hyperplane, enabling better separation. It is learned during optimization alongside the weight vector.