Andrej Karpathy ：Software 2.0 软件2.0

目录

软件1.0 vs 软件2.0

Ongoing transition 正在进行的过渡

The benefits of Software 2.0软件2.0的好处

The limitations of Software 2.0软件2.0的局限性

Programming in the 2.0 stack在2.0堆栈中编程

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软件1.0 vs 软件2.0

I sometimes see people refer to neural networks as just “another tool in your machine learning toolbox”. They have some pros and cons, they work here or there, and sometimes you can use them to win Kaggle competitions. Unfortunately, this interpretation completely misses the forest for the trees. Neural networks are not just another classifier, they represent the beginning of a fundamental shift in how we develop software. They are Software 2.0.