Precise evaluation criteria are similar to Layer 1 (specs) in that the more precise you are upfront, the less room Claude will have to make mistakes.

causalpending

Speaker

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

Evidence Quote

The more precise you are up front, the less room Claude will have to make mistakes.

Source

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

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