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> I think watching the agents use our existing command line utilities get confused and lost is a strong indicator that the information architecture of our command line utilities is inadequate.

Seems pretty clear the article is talking about teaching LLMs how to use 'ls'.

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> The agents may benefit from some training on tools available within their agents. This will certainly help with the majority of general CLI tools, there are bespoke tools that could benefit from adapting to LLMs.

Definitely not just `ls`.

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