I've seen LLMs get into loops because they forgot what they were trying to do. For instance, I asked an LLM to write some code to search for certain types of wordplay, and it started making a word list (rather than writing code to pull in a standard dictionary), and then it got distracted and just kept listing words until it ran out of time.