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Because when an employee uses an LLM for their job they take responsibility / validate as they risk getting fired.

However, when an organization uses an LLM they generally setup a system without anyone validating the output. That’s an attempt to delegate responsibility to an incompetent system and thus inherently flawed.




Organizations don’t do that, employees do?


Individual employees rarely set up production systems without any outside direction or assistance.

Once you start talking about groups of people that’s an organization even if it’s just a small DecOps team inside a larger company.




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