I'm sorry but this would be a mediocre paper at best. And if this were a student presenting this for a qualifying exam, you can bet a committee would be ripping them a new one for presenting this with no understanding of what it does.

It’s a blog post about work an LLM did though?

The pre print clearly states it’s a well defined problem limited by the man hours required to sift through the data. I think everyone knows it’s not setting the world alight?