Artificial Intelligence Is Setting Up the Internet for a Huge Clash With Europe
Originally shared by Ward Plunet
Artificial Intelligence Is Setting Up the Internet for a Huge Clash With Europe
The regulations prohibit any automated decision that “significantly affects” EU citizens. This includes techniques that evaluate a person’s “performance at work, economic situation, health, personal preferences, interests, reliability, behavior, location, or movements.” At the same time, the legislation provides what Goodman calls a “right to explanation.” In other words, the rules give EU citizens the option of reviewing how a particular service made a particular algorithmic decision. Both of these stipulations could strike at the heart of major Internet services. At Facebook, for example, machine learning systems are already driving ad targeting, and these depend on so much personal data. What’s more, machine learning doesn’t exactly lend itself to that “right of explanation.” Explaining what goes on inside a neural network is a complicated task even for the experts. These systems operate by analyzing millions of pieces of data, and though they work quite well, it’s difficult to determine exactly why they work so well. You can’t easily trace their precise path to a final answer.
http://www.wired.com/2016/07/artificial-intelligence-setting-internet-huge-clash-europe/
Artificial Intelligence Is Setting Up the Internet for a Huge Clash With Europe
The regulations prohibit any automated decision that “significantly affects” EU citizens. This includes techniques that evaluate a person’s “performance at work, economic situation, health, personal preferences, interests, reliability, behavior, location, or movements.” At the same time, the legislation provides what Goodman calls a “right to explanation.” In other words, the rules give EU citizens the option of reviewing how a particular service made a particular algorithmic decision. Both of these stipulations could strike at the heart of major Internet services. At Facebook, for example, machine learning systems are already driving ad targeting, and these depend on so much personal data. What’s more, machine learning doesn’t exactly lend itself to that “right of explanation.” Explaining what goes on inside a neural network is a complicated task even for the experts. These systems operate by analyzing millions of pieces of data, and though they work quite well, it’s difficult to determine exactly why they work so well. You can’t easily trace their precise path to a final answer.
http://www.wired.com/2016/07/artificial-intelligence-setting-internet-huge-clash-europe/
Comments
Post a Comment