How is it not better, in your third scenario, if you described what you think are the important and interesting aspects of your idea/demo?

And what motivated you to make it -- probably the most interesting thing to readers, and not something an LLM would know.

Believe me, I don't care what an LLM has to say about your thing. I care about what you have to say about your thing.