Is this now considered correct/acceptable terminology? Back in my day optimization techniques weren’t the same thing as models.

You can get point estimates for many completely different models using gradient descent. The article clarifies what is meant in the first line, but it still seems like a very poor choice of words.

Now get off my lawn.