But it demonstrates that LLMs struggle with basic reasoning. A criticism of LLMs is that they're imitating without a understanding of what they're doing and without a clear plan, so this inability to solve a simple logic puzzle is very relevant. If LLMs didn't struggle with reasoning problems then something like ARC-AGI wouldn't exist.