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My New York Times article on “serious games”
Ever heard of Amazon’s new company, Mechanical Turk? The concept is pretty simple: You sign up as a Turk, and go to the site to see what jobs are available. The jobs all consist of some simple task that can be performed at your computer — such as viewing pictures of shoes and tagging them based on what color they are. You get a few pennies per job, and according to a recent story in Salon, some people make up to $30 a day by clicking away at these nearly-mindless tasks during slow moments at their day job.
What I love about the Mechanical Turk is that it capitalizes on an interesting limitation in artificial intelligence: Computers suck at many tasks that are super-easy for humans. Any idiot can look at picture and instantly recognize that it’s a picture of a pink shoe. Any idiot can listen to a .wav file and realize it’s the sound of a dog baring. But computer scientists have spent billions trying to train software to do this, and they’ve utterly failed.
So if you’re company with a big database of pictures that need classifying, why spent tens of thousands on image-recognition software that sucks? Why not just spend a couple grand — if that — getting bored cubicle-dwellers and Bangalore teenagers to do the work for you, at 3 cents a picture? As Amazon notes in its FAQ:
For software developers, the Amazon Mechanical Turk web service solves the problem of building applications that until now have not worked well because they lack human intelligence. Humans are much more effective than computers at solving some types of problems, like finding specific objects in pictures, evaluating beauty, or translating text. The Amazon Mechanical Turk web service gives developers a programmable interface to a network of humans to solve these kinds of problems and incorporate this human intelligence into their applications.
Mind you, while the cognitive-science aspects of the Mechanical Turk are incredibly cool, the labor dimensions freak the hell out of high-tech labor unions. “What Amazon is trying to do is create the virtual day laborer hiring hall on the global scale to bid down wage rates to the advantage of the employer,” as one WashTech organizer argues. Either way, it’s a really odd way to think of human intelligence: Just more processing time, a few more cycles in the machine, and the global community of freelance workers a massively-parallel computer, floating out there in the aether like the world’s hugest graphics card.
I actually wrote a little essay for Wired in 2002 that predicted this, sort of.
(Thanks to Jason Fisher for this one!)
I'm Clive Thompson, a writer on science, technology, and culture. This blog collects bits of offbeat research I'm running into, and musings thereon.
Currently, I'm a contributing writer for the New York Times Magazine and a columnist for Wired magazine. I also write for Fast Company and Wired magazine's web site, among other places. Email or AOL IM me (pomeranian99) to say hi or send in something strange!
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North Dakota the most outgoing state, according to study of “the geography of personality”
» visit the Collision Detection archives
September 26, 2008 » 01:57 PM
From an interview with ethnobotanist and anthropologist Wade Davis:
One of the cultures you celebrate in Light at the Edge of the World is the Inuit. What do you most admire about them?
Davis: The Inuit didn’t fear the cold; they took advantage of it. During the 1950s the Canadian government forced the Inuit into settlements. A family from Arctic Bay told me this fantastic story of their grandfather who refused to go. The family, fearful for his life, took away all of his tools and all of his implements, thinking that would force him into the settlement. But instead, he just slipped out of an igloo on a cold Arctic night, pulled down his caribou and sealskin trousers, and defecated into his hand. As the feces began to freeze, he shaped it into the form of an implement. And when the blade started to take shape, he put a spray of saliva along the leading edge to sharpen it. That’s when what they call the “shit knife” took form. He used it to butcher a dog. Skinned the dog with it. Improvised a sled with the dog’s rib cage, and then, using the skin, he harnessed up an adjacent living dog. He put the shit knife in his belt and disappeared into the night.
September 25, 2008 » 11:21 AM
“Video from a camp north of Toronto in December 2005 shows a car spinning around in a nearby, snow-covered parking lot. Prosecutors characterized that as special driver training but the defense, and many outsiders, said it was nothing more than “cutting doughnuts,” a favorite winter pastime of young Canadian motorists.” - A key piece of evidence submitted in the trial of a gang of alleged young Canadian terrorists.
September 24, 2008 » 11:21 PM
“Life imitates art imitating life: just thought a gnat crawling across my monitor was part of a Flash-based ad. I clicked it.” - A Tweet from Bill Braine.
September 24, 2008 » 02:37 PM
“Funniest FB friend request ever: “Twitter friend hoping to get to second base (Facebook!) ;-).”” - A recent Tweet by Pistachio
September 24, 2008 » 12:28 PM
Chinese powdered-milk crisis creates a new market: The return of the wet nurse
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