If you want some empirical evidence: /r/subreddit simulator[1] is a Markov-based Reddit parody, and
/r/SubSimulatorGPT2[2] is its LLM-powered cousin. The Markov version got way more upvotes and is simply funnier!
I agree, Markov chain is fun when you don't know what it is because you try to make sense of it but once you realize it's just gibberish it's pointless. The other has that "unserious surprise" talked about in the original article.
1. https://www.reddit.com/r/SubredditSimulator/top/?t=all
2. https://www.reddit.com/r/SubSimulatorGPT2/top/?t=all