To be fair, the article does explicitly call out that the system won't work for arbitrarily hard or impossible problems. That's addressed in the opening paragra

To be fair, the article does explicitly call out that the system won't work for arbitrarily hard or impossible problems. That's addressed in the opening paragraphs, and again called out in step 4.4 of the single-loop.