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Software 2.0. I sometimes see people refer to neural… | by Andrej Karpathy | Medium

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I sometimes see people refer to neural networks as just “another tool in your machine learning toolbox”. They have some pros and cons, they…

Software 2.0 Andrej Karpathy 9 min read · Nov 11, 2017 -- 192 Listen Share 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. The “classical stack” of Software 1.0 is what we’re all familiar with — it

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