It's not really an LLM being "faulty" in that we kinda know they have these limitations. I think they're pointing out that these models have a hard time "thinki

It's not really an LLM being "faulty" in that we kinda know they have these limitations. I think they're pointing out that these models have a hard time "thinking outside the box" which is generally a lauded skill, especially for the problem-solving/planning that agents are expected to do.