Lo and Behold: Reveries of the Connected World - "With interviewees ranging from Elon Musk to a gaming addict, Werner Herzog presents the web in all its wildness and utopian potential in this dizzying documentary." (via)
TensorFlow. Google has open-sourced their numerical computation library for machine learning applications. (Especially "deep" learning.) [more inside]
The Deep Mind of Demis Hassabis - "The big thing is what we call transfer learning. You've mastered one domain of things, how do you abstract that into something that's almost like a library of knowledge that you can now usefully apply in a new domain? That's the key to general knowledge. At the moment, we are good at processing perceptual information and then picking an action based on that. But when it goes to the next level, the concept level, nobody has been able to do that." (previously: 1,2) [more inside]
Deep Visual-Semantic Alignments for Generating Image Descriptions. A model that generates free-form natural language descriptions of image regions. Holy crap.
The Mystery of Go, the Ancient Game That Computers Still Can’t Win
The challenge is daunting. In 1994, machines took the checkers crown, when a program called Chinook beat the top human. Then, three years later, they topped the chess world, IBM’s Deep Blue supercomputer besting world champion Garry Kasparov. Now, computers match or surpass top humans in a wide variety of games: Othello, Scrabble, backgammon, poker, even Jeopardy. But not Go. It’s the one classic game where wetware still dominates hardware.[more inside]
Douglas Hofstadter, the Pulitzer Prize–winning author of Gödel, Escher, Bach, thinks we've lost sight of what artificial intelligence really means. His stubborn quest to replicate the human mind.
The simulated brain - "First computer model to produce complex behaviour performs almost as well as humans at simple number tasks." [1,2,3,4,5,etc.]
Impressed and alarmed by advances in artificial intelligence, a group of computer scientists is debating whether there should be limits on research that might lead to loss of human control over computer-based systems that carry a growing share of society’s workload, from waging war to chatting with customers on the phone. From the NYT: Scientists Worry Machines May Outsmart Man.
A visualization of all the nouns in the English language arranged by semantic meaning. [NSFW words included!] [more inside]
Out of the Blue: "Can a thinking, remembering, decision-making, biologically accurate brain be built from a supercomputer?"
A search engine to help you find things you don't know about. gnod stands for The Global Network of Dreams, and is a test of artificial intelligence. Building a database from the user choices, it helps you find books, music and misc. other by having you enter in things that you like, and based on what other people like, it shows you stuff you ought to like, too (which is slightly different from what Amazon does, showing you what other people have bought). Don't know if all the Amazon Associate links detract from it all or not