全世界都在为即将到来的人工智能革命感到振奋,这种情绪就仿佛二十多年前我在硅谷亲历互联网大潮初起时所感受到的。在搜索引擎大发展的十多年时间里,我和一些同路者逐步意识到,人工智能逐渐开始发挥作用。搜索引擎一直在推升计算机科学的天花板。几乎计算机科学的每一个层面,从硬件到软件的算法,再到数据,都在被持续推进,有一天一定会触碰到人工智能这个方向。在搜索上一尝试,就发现人工智能是有效的,与过去任何一个领域应用人工智能的感觉都不一样。如果说互联网改变了信息基础设施,那么移动互联网则 The world is excited about the upcoming revolution in artificial intelligence just as it was when I first experienced the tide of the Internet in Silicon Valley more than two decades ago. In the search engine development for more than a decade, some of my fellow citizens and I gradually realized that artificial intelligence gradually began to play a role. Search engines have been pushing computer science ceilings. Almost every aspect of computer science, from hardware to software algorithms, to data, is being pushed on and one day it touches on artificial intelligence. In the search for the last attempt, we found that artificial intelligence is effective, and the past, any one area of ​​the application of artificial intelligence does not feel the same. If the Internet has changed the information infrastructure, then the mobile Internet