Maybe it's plagiarism because he did not attribute the LLM output to the LLM.
Imagine how flimsy Ars' story about a blog post would look like if the story had correctly attributed the quotes (fabricated or not) to, "according to Claude AI's analysis of the blog post". The reader would have the right to wonder if the reporter had even read the blog post.