I’m adjacent to some people who do AoC competitively and it’s clear many of the top 10 and maybe 1/2 of the top 100 this year were heavily LLM assisted or wholly done by LLMs in a loop. They won first place on many days. It was disappointing to the community that people cheated and went against the community’s wishes but it’s clear LLMs can do much better than described here