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The author (@omarsar0) reacts to Andrej Karpathy's viral post about understanding LLM outputs, arguing that the industry has been experimenting with similar ideas for a while and proposing a universal human-agent interface built on flexible, Notion-like artifact pages for seamless collaboration.