Hi, I'm Stephanie Kim and wrote the talk/post. Thanks for the comment! Yes you are correct I should have specified that it is the features of each input rather than the inputs that are regarded as independent from one another! I will revise that in the post. Again, thanks for pointing that out since it's an important distinction, especially for people just starting out!