Name: 希亚姆·桑卡尔：人机合作的崛起
Uploaded: 2012-09-06T15:11:22Z
Duration: 11 min 55 s
Description: 计算力的蛮力不能单独解决世界上的问题。数据挖掘技术的创新者希亚姆·桑卡尔解释了为什么解决重大问题（如恐怖分子或识别隐藏的巨大的发展趋势）不等同于寻找一个正确的算法，而是寻求正确的计算机和人类创造力之间的共生关系。

Shyam Sankar: 希亚姆·桑卡尔：人机合作的崛起

希亚姆·桑卡尔：人机合作的崛起

计算力的蛮力不能单独解决世界上的问题。数据挖掘技术的创新者希亚姆·桑卡尔解释了为什么解决重大问题（如恐怖分子或识别隐藏的巨大的发展趋势）不等同于寻找一个正确的算法，而是寻求正确的计算机和人类创造力之间的共生关系。

The winning edge in solving complex problems comes not from machines alone, but from smart collaboration between human intuition and computational power. In a 2005 chess tournament, two amateurs with basic laptops outperformed grandmasters and supercomputers by working together with their machines. This approach has enabled breakthroughs beyond games, such as unraveling protein structures through video games and accelerating disaster relief. When humans guide computers and reduce friction at the interface, they unlock new levels of insight and effectiveness.