The more precise you are in your spec instructions, the less AI has to assume; every assumption AI makes is a chance for it to drift from the final product you want, so precision directly correlates with output fidelity.

causalpending

Speaker

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

Evidence Quote

The more precise you are, the less AI has to assume. And every assumption that AI makes is a chance for it to drift from the final product you actually want.

Source

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

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