Why one of the world’s most influential computer scientists believes AI won’t destroy humanity

为何世界最具影响力的计算机科学家之一认为人工智能不会毁灭人类 | 经济学家内部人士

Insider

2026-10-14

49 分钟
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As a co-founder of Google Brain, Andrew Ng was early to the artificial-intelligence revolution now upon us. Unlike some AI heavyweights, he is optimistic about the technology. Today, the Stanford University professor is focusing on how to use AI for education, leading companies like Coursera, an online education platform, and LearnVector, which builds one-to-one learning experiences. Where does Mr Ng think AI could prove most useful? And how should humans adapt to the changes AI is bringing about?
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  • Andrew Ng, thank you for joining me on Inside Tech.

  • Now, I first heard about you when you were at Google Brain.

  • So, 15 years ago or so,

  • you were one of a team of people pushing

  • what we then called machine learning,

  • just as it started to pivot from being big data to machine learning,

  • I think.

  • And the first big breakthrough that I remember hearing your name attached to

  • was when your team had used this machine learning technique

  • to teach a system to recognize a cat using YouTube videos

  • in just three days.

  • Now, that seems like a long time ago, right?

  • When I was leading the Google Brain project,

  • it was started based on one idea,

  • which is that if we built really big computers

  • and threw a lot of data at it,

  • it will learn interesting things.

  • Before starting Google Brain, when I was a professor at Stanford,

  • I had gotten these figures, this data showing that

  • when training AI models, neural networks or deep learning systems,