You've probably seen the video by now showcasing a self-learning artificial intelligence capable of mastering old Atari video games. On The New Yorker, Nicola Twilley explores the recent article by Nature discussing the continued development of this brain-inspired software and the incredible distance between it and us.
DeepMind’s A.I. starts each game like an unhousebroken puppy. It is programmed to find a score rewarding, but is given no instruction in how to obtain that reward. Its first moves are random, made in ignorance of the game’s underlying logic. Some are rewarded with a treat—a score—and some are not. Buried in the DeepMind code, however, is an algorithm that allows the juvenile A.I. to analyze its previous performance, decipher which actions led to better scores, and change its future behavior accordingly. Combined with the deep neural network, this gives the program more or less the qualities of a good human gamer: the ability to interpret the screen, a knack for learning from past mistakes, and an overwhelming drive to win.
Whipping humanity’s ass at Fishing Derby may not seem like a particularly noteworthy achievement for artificial intelligence—nearly two decades ago, after all, I.B.M.’s Deep Blue computer beat Garry Kasparov, a chess grandmaster, at his own more intellectually aspirational game—but according to Zachary Mason, a novelist and computer scientist, it actually is.
|Born-to-Die: Electronic Devices Designed to 'Self-Destruct' in Contact With Water|
|The Swiss Millennium-Measuring $400,000 Pocket Watch Explained|
|“To be a creator, not only a consumer.”|
|“Elon Musk is trying to invent a future, not by providing the next app.”|
|“Cheap fakes' are the new fake news.” #DeepFakes|
|“They created a dictatorship without mercy.”|
|The (Very Scary) People of Public Transit|
|How to Avoid Jury Duty|
|“It knows the very contours of my face.”|
|CaptchaTweet: Write Tweets in Captcha Form|
|Fake Name Generator|
|If Sir David Attenborough Restored Vintage Toys|
|Recycled Vacuum Lamps|
|Pat the Zombie: A Cruel Adult Spoof of 'Pat the Bunny'|
|“When Life Gives You Lemons.”|
|Darth Vader Surfing|