The Computer as Artist
Friday, July 06, 2012
Computers have taken over an astonishing array of tasks humans used to do. They fly our planes, give us directions, recommend books, set us up on dates. But can they tell us a good story?
Meet Brutus, a computer programmed to write fiction. Through a series of mathematical equations, its programmers taught the program the basics of plot, setting, and dialogue — as well as something about literary style. “There's a certain bag of tricks that Brutus had for saying things at the right time to convince the reader that 'boy there is something really deep linguistically going on here,’" says programmer Selmer Bringsjord of Rensselaer Polytechnic Institute.
The result is pretty convincing. But Bringsjord insists that the computer can’t be considered creative. “The machine is just doing what you've programmed it to do,” he argues. “If a machine is creative, the designer of the system — knowing the algorithms involved, data structure — is completely mystified by how the output came out — in my opinion, if that's not the case, then we're just cloning our own intelligence.”
Stephen Thaler says he’s cleared that hurdle. His Creativity Machine is an artificial neural network that’s able to learn by itself. Thaler’s breakthrough is that he occasionally disrupts the Creativity Machine by introducing mathematical noise that trips up the system, forcing it to generate new solutions to problems. “And therein is where discovery takes place,” he explains. “It's not in the rote memories that we have committed to memory, it's in the generalization of all those memories into concepts and plans of action.”
The Creative Machine has designed versions of all sorts of products from snack food to music to military systems.
Will we all soon be out of a job? Many of us, maybe. But Bringsjord is unconvinced that a computer will ever be able to out-think a creative person. “Creativity is very a tough nut to crack.”
(Originally aired: December 16, 2011)
Bonus Track: “Self-Betrayal,” written by Brutus, read by Ed Herbstman
Bonus Track: “The Dingularity” by Machine Intelligence (programmed by Stephen Thaler)
from the album Song of the Neurons
Piano Concerto No. 27Artist: Daniel BarenboimAlbum: Mozart: Piano Concertos 21 & 27Label: EMI Classics
CMYKArtist: LadytronAlbum: Witching HourLabel: Nettwerk Records
The DingularityArtist: Stephen ThalerAlbum: Song of the Neurons