The second verification focus area is to use a second AI model as a critic to grade the output of the first model; think of it as a second robot librarian from a different library with a different set of books, providing insight into why the first librarian is right or wrong.

normativepending

Speaker

Unidentified Speaker — Stop Prompting Claude. Use Karpathy's Method Instead. [7zZy1QTvokM]

Evidence Quote

“Think of this like a second robot librarian from a different library. You use that librarian to grade the output of the first librarian.”

Source

Stop Prompting Claude. Use Karpathy's Method Instead.— Austin Marchese
Created: 8/13/2026, 9:47:36 AM

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