Simon Willison • 11/16/2025

Quoting Andrej Karpathy

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This article discusses Andrej Karpathy's ideas on AI-driven programming, known as Software 2.0. It explains how neural networks are trained against objectives like accuracy or reward functions, and emphasizes that a task's success depends on its verifiability—requiring a resettable, efficient environment with automated reward systems for the AI to 'practice' effectively.

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#ai programming #Gradient Descent #Neural Networks
Quoting Andrej Karpathy

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