Name: 希亞姆．桑卡爾：人類和機器合作的興起
Uploaded: 2012-09-06T15:11:22Z
Duration: 11 min 55 s
Description: 計算蠻力不能獨自解決世界上的問題。資料探勘技術的創新者希亞姆．桑卡爾解釋了為什麼解決重大問題(如逮補恐怖分子或辨識潛在趨勢)並不是關於找到一個正確的算法，而是在人類創意和機器計算間的一個正確的共生關係。

Shyam Sankar: 希亞姆．桑卡爾：人類和機器合作的興起

希亞姆．桑卡爾：人類和機器合作的興起

計算蠻力不能獨自解決世界上的問題。資料探勘技術的創新者希亞姆．桑卡爾解釋了為什麼解決重大問題(如逮補恐怖分子或辨識潛在趨勢)並不是關於找到一個正確的算法，而是在人類創意和機器計算間的一個正確的共生關係。

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.