Will Learning Machines Take Over the World?

Yann LeCun
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Abstract

Learning is an integral part of our lives, and the lives of all animals, but do you realize how wondrous our learning ability is? When we try to build machines that can learn, we are faced with deep questions about the nature and functioning of intelligence. In this article, I will tell you about special artificial networks, called neural networks, that mimic the brain to produce intelligent behavior. Neural networks are an integral part of artificial intelligence, widely used in many daily applications, from face recognition to autonomous driving. I am certain that neural networks will play a key role in our future lives, making them more comfortable and improving our understanding of big riddles such as what intelligence is and how our brains work.
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学习型机器会统治世界吗?
学习是我们和所有动物生活中不可或缺的一部分,但你知道我们的学习能力有多神奇吗?当我们试图制造能够学习的机器时,我们面临着有关智能本质和功能的深刻问题。在本文中,我将向你介绍一种特殊的人工网络,即神经网络,它可以模仿大脑产生智能行为。神经网络是人工智能不可分割的一部分,广泛应用于从人脸识别到自动驾驶等许多日常应用领域。我确信,神经网络将在我们未来的生活中发挥关键作用,使我们的生活更加舒适,并提高我们对智能是什么和大脑如何工作等重大谜题的理解。
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