If Claude has a feedback loop (combining all three verification focus areas: precise evaluation criteria, second-model criticism, external signal), it will 2-3x the quality of the final result.

causalpending

Speaker

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

Evidence Quote

If Claude has a feedback loop, it will two to three x quality of the final result.

Source

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

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