I'm arguing your writing is unclear and confusing. You can't continue a sentence and pretend the new sentence isn't related to the previous one.

Alpha Evolve is made from LLMs, but it's not the only part. If anything, it needs a genetic algo component. LLMs generally don't evolve.

Also, why are you focusing on AlphaEvolve? I made two other points you haven't addressed.