Along with virtual and augmented reality and the Internet of Things, self-driving cars have been one of tech experts' go-to applications when explaining the utility of edge computing. Until not too long ago, Dean Nelson, who just left his job as head of computing infrastructure at Uber, also assumed autonomous vehicles, which can generate tens of terabytes of data per day, would shuffle much of that data to and from servers in their vicinity, relying on the processing power at the edge (and ultra-fast wireless networks) to augment their onboard computing muscle. But, after spending a few years up close and personal with the technology infrastructure that powers one of the front-running companies in the race to make driverless cars viable, he's no longer sure edge computing will play a big role. "In the last couple years I changed my mind with autonomous vehicles," Nelson said Thursday while sitting on a panel at DCD San Francisco, a data center industry conference. Earlier that day, he had announced in post on LinkedIn that he was leaving Uber to start his own consultancy and devote more time to family and the activities of Infrastructure Masons, the industry group for data center professionals he founded in 2016.

Each Canada Day, PwC and CB Insights join forces to release the Periodic Table of Tech in Canada, which exhibits 150 of the most prominent Canadian venture-backed technology companies, investors, and exits. The country's anniversary is a fitting occasion to display and celebrate the abundant ambition and achievement in Canada's tech sector. Click to enlarge or download hi-res version. The 2019 Table is comprised of 108 venture-backed technology companies, 20 investors, and 22 exits. Those listed on the Table were selected using a methodology that focuses exclusively on the venture-backed ecosystem in Canada.

There are almost too many amazing ways to save this weekend. If you make a purchase by clicking one of our links, we may earn a small share of the revenue. However, our picks and opinions are independent from USA Today's newsroom and any business incentives. Amazon Prime Day starts in less than two days, but you don't have to wait until midnight (PST) on Sunday to find incredible discounts, nor do you need to shop just on Amazon. It turns out there are a lot of deals on Amazon and sales at other major retailers already available that are actually totally worth it.

The 2019 Global Artificial Intelligence (AI) and Robotics Summit kicked off on Friday in China's Silicon Valley, Shenzhen - a city in south China's Guangdong Province, gathering together many AI bigwigs to discuss the future of AI. Thousands of young engineers keen to hear and learn from the pioneering scholars attended the opening ceremony. "Although we're in the top front-tier of AI as we are working at universities, but you still can feel that it's an eye-opening experience for many audiences here," said Wu Haifeng, associate professor of Chinese University of Hong Kong Shenzhen. From virtual assistants on smartphones and in cars, to facial recognition cameras in airports and on streets, AI has become a maor part of our lives in just a few short years. The passionate developers at the summit are evidence of China's explosive AI industry growth.

Augmentation is not just about new technology but also about changing organizational culture. That requires buy-in and engagement from your workforce, which is encouraged by a commitment to transparency on where the company is going and how automation plays a role. A majority of employees feel that while AI is discussed frequently, most people actually know very little about it. According to the University of London research, 53% of workers are skeptical when an organization claims its product or service has AI capabilities.

Among the oft-asked questions about AI is, "Will it put doctors out of business?" And while the question is of interest to pretty much everyone, no one has a more immediately vested interest in it than doctors themselves, except perhaps medical students still training to become doctors. Not surprisingly, then, AAMC News, a media outlet for the Association of American Medical Colleges, recently ran a long article that looked at the question in depth. "An array of studies have offered glimpses of AI's enormous potential," writer noted early on. From algorithms out-performing radiologists in identifying myriad forms of cancer, to AI detecting rare hereditary diseases in children, to predicting the cognitive decline in Alzheimer's patients, the triumph of AI over human counterparts has been documented far and wide.

One of the biggest impacts may be on jobs, not only on the nature of work itself, but on the availability of work. Some crystal ball gazers are predicting that AI (working in concert with its older sibling, automation) will trigger massive job losses; others see AI producing a net gain in employment . Both views can be supported both logically and empirically; but they both can't be right. As Andy Kessler put it in a June 17 Wall Street Journal column, "The future happens, just not the way most people think." Kessler then walked readers through a shopping list of past predictions that turned out to be way off the mark: "megamistakes," he called them.

In 2016, AI became part of China's national technology development program to boost AI research and development and enter formally the race to become a leading AI nation. That China has made tremendous progress highlights a report published by Tsinghua University. According to the report, "China leads the world in AI papers, has become the largest owner of AI patents, has the world's second largest AI talent pool, and the highest venture investment in AI." China is running a neck-and-neck race with the United States, followed by countries like Japan and South Korea. Since 2018, however, a debate has also been underway in China about ethical and regulatory questions concerning the use of AI.

In this video, Kevin Wade, Senior Director, Portfolio Marketing and Corrado Longoni, Senior Consultant, Solutions Engineering, from Blue Planet, a division of Ciena, introduce and demonstrate'Proactive Network Operation (PNO)' an AI-based, closed loop automation solution. PNO utilizes AI and machine learning to predict and prevent network outages - one of the most important issues for operators to eliminate these days.

Amazon is developing a higher quality version of the Echo speaker and ramping up work on its home robot. The company plans to release the new Echo by next year, according to people familiar with the product. Prototypes of the cylindrical speaker are wider than the current Echo to squeeze in additional components including at least four tweeters, said the people, who requested anonymity to discuss an internal matter. The robot, previously reported by Bloomberg, has wheels and can be controlled by Alexa voice commands, the people said. Both devices are being developed by Amazon Lab126, a research and development arm based in Sunnyvale, California.