The success, or failure, of a CEO to implement AI throughout the organization will depend on them hiring a leader to build an organization to do this. In some companies, CIOs or chief data officers are playing this role. Andrew Ng More Quotes by Andrew Ng More Quotes From Andrew Ng We're making this analogy that AI is the new electricity. Electricity transformed industries: agriculture, transportation, communication, manufacturing. Andrew Ng ai new agriculture communication In English, there is one word for sister. In Chinese, there are two separate words, for elder and younger sister. This is actually a translation problem because if you see the word sister, you don't know how to translate it to Chinese because you don't know if it's an elder sister or younger. Andrew Ng words you sister problem As leaders, it is incumbent on all of us to make sure we are building a world in which every individual has an opportunity to thrive. Understanding what AI can do and how it fits into your strategy is the beginning, not the end, of that process. Andrew Ng ai beginning opportunity world As the founding lead of the Google Brain team, former director of the Stanford Artificial Intelligence Laboratory, and now overall lead of Baidu's AI team of some 1,200 people, I've been privileged to nurture many of the world's leading AI groups and have built many AI products that are used by hundreds of millions of people. Andrew Ng intelligence brain people world Despite all the hype and excitement about AI, it's still extremely limited today relative to what human intelligence is. Andrew Ng ai human intelligence today Want to train a machine translation system? Train it on a gazillion pairs of sentences of parallel corpora, and that creates a lot of breakthrough results. Increasingly, I'm seeing results on small data where you want to try to take in results even if you have 1,000 images. Andrew Ng small try you want When you become sufficiently expert in the state of the art, you stop picking ideas at random. You are thoughtful in how to select ideas and how to combine ideas. You are thoughtful about when you should be generating many ideas versus pruning down ideas. Andrew Ng random you ideas art In Silicon Valley, there are a lot of startups using computer vision for agriculture or shopping - there are a lot for clothes shopping. At Baidu, for example, if you find a picture of a movie star, we actually use facial recognition to identify that movie star and then tell you things like their age and hobbies. Andrew Ng you clothes vision age
