Can you imagine life without your smartphone? The last time I forgot mine at home I felt a bit lost, disconnected and just plain naked. Like I'd left an arm or a leg at home. Yet the fact that 79% of smartphone users are never more than an arm's reach from their phones, I know I'm not alone. So when I started to hear rumblings that smartphones could be on their way out in the next few years, I almost choked on my coffee.

Just like Keras, it works with either Theano or TensorFlow, which means that you can train your algorithm efficiently either on CPU or GPU. This means that evaluating and playing around with different algorithms is easy. Of course you can extend keras-rl according to your own needs. You can use built-in Keras callbacks and metrics or define your own. Even more so, it is easy to implement your own environments and even algorithms by simply extending some simple abstract classes.

"I'm sorry Dave, I'm afraid I can't do that." If you've ever seen Stanley Kubrick's 1968 sci-fi film, 2001: A Space Odyssey, you might think twice about putting your faith in machines with artificial intelligence. Kawasaki Heavy Industries, Ltd. (KHI), however, is betting that the reality of artificial intelligence--or AI--will be not only benign, but a boon to the motorcycling experience. Kawasaki says it plans to develop "next-generation motorcycles that can grow along with the rider" using a combination of ICT (Information and Communications Technology) and AI (Artificial Intelligence). These motorcycles of the future will use something called the Emotion Generation Engine and Natural Language Dialogue System, said to be "a form of artificial intelligence that enables man and machine to communicate with technology capable of recognizing emotion by the sound of the speaker's voice," using a platform being developed by cocoro SB Corp., a member of the SoftBank Group.

Dmitry Malioutov can't say much about what he built. As a research scientist at IBM, Malioutov spends part of his time building machine learning systems that solve difficult problems faced by IBM's corporate clients. One such program was meant for a large insurance corporation. It was a challenging assignment, requiring a sophisticated algorithm. When it came time to describe the results to his client, though, there was a wrinkle. "We couldn't explain the model to them because they didn't have the training in machine learning." In fact, it may not have helped even if they were machine learning experts. That's because the model was an artificial neural network, a program that takes in a given type of data--in this case, the insurance company's customer records--and finds patterns in them. These networks have been in practical use for over half a century, but lately they've seen a resurgence, powering breakthroughs in everything from speech recognition and language translation to Go-playing robots and self-driving cars.

Artificial intelligence might be on its way Photo credit: David Molina Evan Roberts and David MolinaSeptember 10, 2016Filed under Opinion # Hang on for a minute...we're trying to find some more stories you might like. Close # Email This Story Send Email Cancel Siri was first introduced in 2011 on the iPhone 4S. When it was first introduced it was fun to play with and receive cute responses from, but it was not too useful. Since then, Siri and its competitors have become increasingly more use... U.S. – Google Inc. (NASDAQ: inGOOGL) is working with a third-party company called DeepMind to enhance their AI personal assistant.

It has awareness of its battery, and it nags me to charge it when it is low. Meat is not magical so I don't see why it wouldn't be possible to have awareness "in sillico". What would be needed for awareness is to have an evolving system trying to maintain its balance in relation to the external conditions and perturbations. Then, any information it learns to use in order to balance out, is part of its awareness. Awareness is just a feedback mechanism for optimal behavior in a complex environment.

Earlier this week, Mindtree and Conversable announced plans to work together to automate customer service for businesses. A small business should never automate chatting with customers, said Kit founder Michael Perry, not until natural language processing has made a lot of strides. Perry is founder of Kit, a bot that helps business owners create Facebook ads and promotional material by SMS or chat. One day after news of a Messenger API was shared by CEO Mark Zuckerberg at F8 and Shopify became the first commerce platform to announce an integration with Facebook Messenger, Shopify announced that it had acquired Kit for an undisclosed amount of money. Following the acquisition, Kit is working with 5,000 small businesses and merchants in 76 countries.

Google has reached a milestone in its DeepMind artificial intelligence (A.I.) project with the successful development of technology that can mimic the sound of human voice. Dubbed as WaveNet, the breakthrough was described as a deep neural network that can generate raw audio wave forms to generate speech. It can reportedly beat existing Text-to-Speech systems. According to researchers in the Britain-based WaveNet unit, the gap in human performance, which could be demonstrated in an actual A.I. -- human conversation -- is reduced by as much as 50 percent. What is also interesting about the WaveNet technology is that it is capable of learning different voices and speech patterns to the point that it can even simulate mouth movements and artificial breaths in addition to emotions, language inflections and accents.

Computing was some pretty exciting stuff for those of us back in the 80s who still remember the first time we booted up our 386DX. While nobody could really say what the advantages of the "DX" were, better at math or something, we still ponied up the extra 200 USD to pick up that 386DX 16Mhz along with a Super VGA graphics card, then hooked that bad boy up to CompuServe via our lightning fast 14,400 baud U.S. Robotics "Sportster" modem. That was well before Al Gore created the Internet, and a lot has changed since then. So are we, so let's go through and define some of these terms and what they mean for investors. "The Cloud" – The idea here is that instead of purchasing applications then installing them onto a computer, you lease the applications on demand and access them over the internet.