The “Here’s where things get interesting” sentence gave it away for me.

The LLM is desperately trying to keep your attention. It has been tuned with millions of examples graded by contractors. How do you spice up a fairly bland topic? Start by telling people that what follows will be interesting. Then, bloat a fairly obvious point into several sentences so that it is paragraph-shaped.