This is a perfectly legitimate question. The curse doesn’t apply due to the vast difference in intelligence.
It would definitely be a one-shot problem for today’s LLMs. They can’t reliably plan very far ahead and they have serious execution issues. The same will almost certainly be true for LLMs next year. After that, all bets are off. ASI is in a different league.
Imagine you have to win a game of chess against a baby. You only have one game. Does that make it a one-shot problem for you?
Or imagine you’re trying to take over an anthill. Is that a one-shot problem for you? Ants are small, slow, and stupid. Theoretically, they could bite you to death. In practice, you’d think about this possibility in advance and use insecticide.
The reason for going viral is probably the WSJ article.
This comment discusses the importance of having a media engagement strategy.