Increased investor interest in AI startups – from around 10 deals in Q1'11 to over 120 in Q2'16 – can be attributed to recent advances in machine learning algorithms, particularly "deep learning" technology, a souped up version of AI. Just this week, Google integrated deep learning into its Google Translate tool; Baidu announced the launch of DeepBench, an "open source benchmarking tool for evaluating deep learning performance across different hardware platforms"; and NVIDIA introduced Xavier, a deep learning-based supercomputer for driverless cars. In the private market, Google put deep learning in the spotlight back in 2014 when it acquired 4 startups focused on this AI tech in quick succession: DeepMind, Vision Factory, Dark Blue Labs, and DNNresearch. Apple, which joined the race in 2015, most recently acquired Turi, which has developed a deep learning toolkit, among other AI-based solutions. Not to be outdone, Intel has acquired around 5 AI startups since January 2015, including deep learning startup Nervana Systems and, more recently, Movidius.

SYS-CON Events announced today that Fusion, a leading provider of cloud services, will exhibit at SYS-CON's 20th International Cloud Expo, which will take place on June 6-8, 2017, at the Javits Center in New York City, NY. Fusion, a leading provider of integrated cloud solutions to small, medium and large businesses, is the industry's single source for the cloud. Fusion's advanced, proprietary cloud service platform enables the integration of leading edge solutions in the cloud, including cloud communications, cloud connectivity, and cloud computing. Fusion's innovative, yet proven cloud solutions lower our customers' cost of ownership, and deliver new levels of security, flexibility, scalability, and speed of deployment. For more information, please visit http://www.fusionconnect.com.

An artificial intelligence program has written a Christmas carol. Researchers at the University of Toronto used their "" program to write a Christmas carol based off of a "Christmassy photograph," The Guardian reports. The scientists simply uploaded the photograph into a computer hosting the program and then "let it do its thing." The artificial intelligence program then wrote several lines of lyrics and sang them to music it Read More ... Tags: Computer systems Computer Software Artificial intelligence Google's DeepMind'Lab' opens up source code, joins race to develop artificial general intelligence Following right on its heels came Google's that, its machine learning platform, has created a "lab." The DeepMind Lab offers a 3D training environment, and its entire code library is now available on the open source hosting service GitHub. With Universe, OpenAI aimed to address a primary challenge for AI research, which is a lack of "a large variety of realistic environments [for AI agents to] learn progressively more Read More ... Tags: Computer systems Artificial intelligence Artificial general intelligence Places: Americas North America United States Microsoft's digital assistant, Cortana, could be getting an upgrade--and Intel may be helping.

Gigaom, the leader in emerging technology research, today announced that it will host its annual conference Gigaom AI Now in San Francisco, CA, February 15-16th. The one-and-a-half day conference, held at the Golden Gate Club, will share how companies are using AI today to drive significant ROI across every aspect of business, from administration to product development, sales and marketing, and customer experience. Attendees at this event will learn from world-leading practitioners how today's progressive businesses are applying the most innovative AI tools, platforms, and technologies in-house to drive revenue and improve operations across the enterprise. "In the last couple of years, AI has become the technology no enterprise can afford to ignore. It will change every department in almost every business. We have designed this event to focus entirely on how enterprises can use AI right now to improve their business in substantial ways," shared Gigaom Publisher, Byron Reese.

Earlier this week we warned that as the trend to robotization accelerates, millions of (mostly) low-skilled American jobs will be lost in the next five years, replaced by robots as companies seek to maintain high profit margins in a time of rising wages and growing inflation. One company, however, can not wait that long. British outsourcing giant Capita, a company whose contracts include collecting the BBC license fee, is preparing to fire thousands and replace them with robots after clients cut spending following Brexit vote in a move some fear will be repeated across the country, leading to more than 1 million job losses according to the Guardian. Capita, a FTSE 100-listed firm that also runs the London congestion charge, said it needed to axe 2,000 jobs as part of a cost-cutting drive in response to poor trading. The company said it would use the money it saved to fund investment into robotic workers across the whole company.

In recent years, advanced machine learning techniques have enabled computers to recognize objects in images, understand commands from spoken sentences, and translate written language. But while consumer products like Apple's Siri and Google Translate might operate in real time, actually building the complex mathematical models these tools rely on can take traditional computers large amounts of time, energy, and processing power. As a result, chipmakers like Intel, graphics powerhouse Nvidia, mobile computing kingpin Qualcomm, and a number of startups are racing to develop specialized hardware to make modern deep learning significantly cheaper and faster. The importance of such chips for developing and training new AI algorithms quickly cannot be understated, according to some AI researchers. "Instead of months, it could be days," Nvidia CEO Jen-Hsun Huang said in a November earnings call, discussing the time required to train a computer to do a new task.

Chances are you either love or hate your car -- and soon the feeling could be mutual. Japanese automaker Honda will showcase a concept car at the Consumer Electronics Show next month that is capable of understanding the driver's emotions and developing emotions of its own, the company announced this week. The company provided few details as to how the technology will work or alter the driving experience. But we do know that the concept car, called the NeuV, is being touted as an automated electric vehicle that includes an "emotion engine." That's the name for artificial intelligence that Honda says will "enable machines to artificially generate their own emotions."

SYS-CON Events has announced today that Roger Strukhoff has been named conference chair of Cloud Expo and @ThingsExpo 2017 New York. The 19th Cloud Expo and 6th @ThingsExpo will take place on June 6-8, 2017, at the Javits Center in New York City, NY. "The Internet of Things brings trillions of dollars of opportunity to developers and enterprise IT, no matter how you measure it," stated Roger Strukhoff. "More importantly, it leverages the power of devices and the Internet to enable us all to improve the state of the world and lives of people. Roger Strukhoff is Conference Chair of Cloud Expo @ThingsExpo, and Editor of SYS-CON Media's CloudComputing BigData IoT Journals. He also serves as Director of Research for Altoros, Executive Director of the Tau Institute, and Co-Chair of DCD Converged.

Coffee giant Starbucks will join the growing wave of companies using artificial intelligence and chatbots to supplement human employees, planning to unveil today what it calls an "innovative conversational ordering system" for its mobile app called "My Starbucks Barista." The company announced the new technology at its annual investor conference today, where executives including current Starbucks CEO Howard Schultz and future CEO Kevin Johnson outlined the company's five-year growth plan. Starbucks teased ahead to the announcement in a news release about the event. "Today, Starbucks will unveil an innovative conversational ordering system, My Starbucks Barista, powered by groundbreaking Artificial Intelligence (AI) for the Starbucks Mobile App. Starbucks Mobile App customers will be able to place their orders via voice command or messaging interface, delivering unparalleled speed and convenience, enhancing customer loyalty and engagement and further extending the accessibility of the Starbucks app. The My Starbucks Barista feature will roll out first on iOS in limited beta in early 2017 and be made available to more iOS and Android users in subsequent releases."

In recent years, advanced machine learning techniques have enabled computers to recognize objects in images, understand commands from spoken sentences, and translate written language. But while consumer products like Apple's Siri and Google Translate might operate in real time, actually building the complex mathematical models these tools rely on can take traditional computers large amounts of time, energy, and processing power. As a result, chipmakers like Intel, graphics powerhouse Nvidia, mobile computing kingpin Qualcomm, and a number of startups are racing to develop specialized hardware to make modern deep learning significantly cheaper and faster. The importance of such chips for developing and training new AI algorithms quickly cannot be understated, according to some AI researchers. "Instead of months, it could be days," Nvidia CEO Jen-Hsun Huang said in a November earnings call, discussing the time required to train a computer to do a new task.