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> Claude Code, Codex CLI etc can effectively do anything that a human could do by typing commands into a computer.

One criticism on current generation of AI is that they have no real world experience. Well, they have enormous amount of digital world experience. That, actually, has more economical value.



They have a lot of secondhand knowledge and very little firsthand knowledge. RLVR works so well because it's a way to give LLMs some of the latter.




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