Inductive biases are not a new topic in ML. Also your examples have little to do with inductive biases as inductive biases are about generalization on out-of-sa

Inductive biases are not a new topic in ML. Also your examples have little to do with inductive biases as inductive biases are about generalization on out-of-sample data through human based restriction of the model hypothesis space.