If ARC-AGI required visual perception, you'd see VLMs outperform strict LLMs — by a lot. Everyone tried VLMs during the 2024 competition — no one got better results. Every single top entry used a strict LLM. As we've said many times: ARC-AGI is a 2D symbolic reasoning

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