Media
Meet the researchers who used TV episodes of CSI to train artificial intelligence
Federal lawmakers want to have a say in defining artificial intelligence. Researchers are now using TV shows to feed the predictive capability of an AI system. Google said in recent days it's opening an AI-focused research facility in China. And on and on the headlines keep coming, all of which is to say that interest in AI remains acute -- and its presence pervasive -- as 2017 draws to a close. And, based on a few recent developments, 2018 should be another big year of AI-related leaps forward as machines expand their influence over the minutiae of our lives.
AI Has Been Creating Music and the Results Are...Weird
Daren Banarsë agrees on the benefits of collaboration. "I always find it daunting when I have to start a large-scale composition. Maybe I could give the computer a few parameters: the number of players, the mood, even the names of some of my favorite composers, and it could generate a basic structure for me," he says. "I wouldn't expect it to work out of the box, but it would be a starting point. Or it could output a selection of melodic ideas or chord progressions for me to look through. And somewhere in there, there's going to be a computer glitch or random quirk, which could take me in a completely unexpected direction."
[D] Max-over-time pooling vs no max-pooling for text classification? • r/MachineLearning
Kim 2014 and Collobert 2011 argue that max-over-time pooling helps getting the words from a sentence that are most important to the semantics. Then I read a blog post from the Googler Lakshmanan V on text classification. The author argues that spatial invariance isn't wanted because it's important where words are placed in a sentence. Thus he doesn't recommend maxpool. Are there empirical studies that compares the two approaches?
The four industries making best use of artificial intelligence
Was this the legal sector's "Kodak moment"? The event that signalled the beginning of the end: "The people of Darwin can just about take the law into their own hands, with a new legal firm going lawyer-free," ABC News reported recently. "With a few clicks of a button, a client can enter their details and will then be asked a few simple questions by Ailira, before the robot generates a fully certified will, using the Ailira system." Right now, Australia has only a handful of businesses that have successfully integrated artificial intelligence into their day-to-day operations. But each month we are witnessing advancements and seeing early adopters reap the benefits.