机器人领域会迎来寒武纪大爆发吗?

Is a Cambrian Explosion Coming for Robotics?

Journal of Economic Perspectives · 2015
被引 173
人大 A-ABS 4

中文导读

类比生物寒武纪大爆发,探讨云计算和深度学习等技术如何推动机器人领域的快速多样化与广泛应用,并分析其对经济和社会的影响。

Abstract

About half a billion years ago, life on earth experienced a short period of very rapid diversification called the “Cambrian Explosion.” Many theories have been proposed for the cause of the Cambrian Explosion, one of the most provocative being the evolution of vision, allowing animals to dramatically increase their ability to hunt and find mates. Today, technological developments on several fronts are fomenting a similar explosion in the diversification and applicability of robotics. Many of the base hardware technologies on which robots depend—particularly computing, data storage, and communications—have been improving at exponential growth rates. Two newly blossoming technologies—“Cloud Robotics” and “Deep Learning”—could leverage these base technologies in a virtuous cycle of explosive growth. I examine some key technologies contributing to the present excitement in the robotics field. As with other technological developments, there has been a significant uptick in concerns about the societal implication of robotics and artificial intelligence. Thus, I offer some thoughts about how robotics may affect the economy and some ways to address potential difficulties.

机器人寒武纪爆发云计算深度学习