To build a sustainable and profitable business, you need strong defensive moats around your company. This rings especially true today as we undergo one of the largest platform shifts in a generation as applications move to the cloud, are consumed on iPhones, Echoes, and Teslas, are built on open source, and are fueled by AI and data. These dramatic shifts are rendering some existing moats useless and leaving CEOs feeling like it's almost impossible to build a defensible business. In this post, I'll review some of the traditional economic moats that technology companies typically leverage and how they are being disrupted. I believe that startups today need to build systems of intelligence -- AI powered applications -- "the new moats." Businesses can build several different moats and over time these moats can change.

Microsoft for years has been trying to tackle the growing threat of Google's Chrome OS, which is siphoning PC market share away from Windows. The company's new Windows 10 S operating system, announced on Tuesday, will be Microsoft's latest attempt to tackle Google's surging Chrome OS. The OS is targeted at the education market, which in the U.S. is dominated by Chromebooks. Even with the new Windows OS, worldwide Chromebook shipments are expected to grow by double digits this year, analysts from IDC and Gartner said. The market share of Chromebooks has been growing up consistently since 2015. The new Windows OS is built like Chrome OS.

Adopting the right Digital Transformation strategy for your enterprise is crucial to keep up with rapid growth, customers' demands, and technological disruptions while remaining ahead of your market competition. Digital Transformation is no longer an option, it's a requirement. Are you ready for tomorrow's challenges? Speaker Bio William Morrish is an avid technologist and works as the VP of Commercial Operations at Interoute with over 20 years of business experience, covering high-level technical detail, customer service and sales. He is responsible for the execution and delivery of Interoute's product positioning, clarity and relevance to the market through the global sales and engineering teams.

Over the last couple of decades, those looking for a cluster management platform faced no shortage of choices. However, large-scale clusters are being asked to operate in different ways, namely by chewing on large-scale deep learning workloads--and this requires a specialized approach to get high utilization, efficiency, and performance. Nearly all of the cluster management tools from the high performance computing community are being bent in the machine learning direction, but for production deep learning shops, there appears to be a DIY tendency. This is not as complicated as it might sound, given the range of container-based open source tools, and such a homegrown approach can bake in tunings for specific frameworks and internal applications. The lack of a sufficiently robust cluster manager for a large-scale cluster handling large machine learning workloads pushed researchers at the Chinese machine learning giant, Sensetime, to build their own.

When science fiction author Isaac Asimov devised his Three Laws of Robotics he was thinking about androids. He envisioned a world where these human-like robots would act like servants and would need a set of programming rules to prevent them from causing harm. But in the 75 years since the publication of the first story to feature his ethical guidelines, there have been significant technological advancements. We now have a very different conception of what robots can look like and how we will interact with them. The highly-evolved field of robotics is producing a huge range of devices, from autonomous vacuum cleaners to military drones to entire factory production lines.

South Korean robotics company Robotis and the Open Source Robotics Foundation (OSRF) announced the TurtleBot 3 at ROSCon last year in Seoul. We got to see a wide variety of prototypes, but Robotis was still in the middle of figuring out exactly what TurtleBot 3 was going to look like and what hardware it would include. The company told us at the time that they wanted the robot to be as open, modular, and customizable as possible, and we've been waiting excitedly to see what they came up with.

Summary: Just how accurate are algorithms at spotting fake news and are we ready to turn them loose to suppress material they don't find credible. Here are some considerations and stories about some of the companies trying to build these fact-checkers. The first two are in fact fake. You may actually have seen them during last fall's election coverage. The third headline however is true, but not with the implications you may think.

Samsung's virtual assistant, Bixby, was introduced to the Galaxy S8 smartphones last week in South Korea and it appears to have a skill that goes beyond just making calls and setting reminders. Many users have asked the digital helper to'please rap' or'please beatbox' and had discovered that the AI was able to bust out a beat on command. However, what some have found intriguing was the rapping AI took a stab at Apple's voice assistant – in one of the verses Bixby said'I am better than Siri'. The rapping AI took a stab at Apple's voice assistant – in one of the verses Bixby said'I am better than Siri' (highlighted letters) Users can make apps Bixby-enabled, which will let Bixby support almost every task that the application is capable of performing using the conventional interface. Any task a human user can do via touch commands, the AI will have the ability to do as well.

Google is experimenting with a new layout for YouTube, which users can start testing right now. The video site says it wants to look simpler, as well as more consistent and user-friendly. The I.F.O. is fuelled by eight electric engines, which is able to push the flying object to an estimated top speed of about 120mph. The giant human-like robot bears a striking resemblance to the military robots starring in the movie'Avatar' and is claimed as a world first by its creators from a South Korean robotic company Waseda University's saxophonist robot WAS-5, developed by professor Atsuo Takanishi and Kaptain Rock playing one string light saber guitar perform jam session A man looks at an exhibit entitled'Mimus' a giant industrial robot which has been reprogrammed to interact with humans during a photocall at the new Design Museum in South Kensington, London Electrification Guru Dr. Wolfgang Ziebart talks about the electric Jaguar I-PACE concept SUV before it was unveiled before the Los Angeles Auto Show in Los Angeles, California, U.S The Jaguar I-PACE Concept car is the start of a new era for Jaguar. Japan's On-Art Corp's CEO Kazuya Kanemaru poses with his company's eight metre tall dinosaur-shaped mechanical suit robot'TRX03' and other robots during a demonstration in Tokyo, Japan Japan's On-Art Corp's eight metre tall dinosaur-shaped mechanical suit robot'TRX03' performs during its unveiling in Tokyo, Japan Singulato Motors co-founder and CEO Shen Haiyin poses in his company's concept car Tigercar P0 at a workshop in Beijing, China A picture shows Singulato Motors' concept car Tigercar P0 at a workshop in Beijing, China Connected company president Shigeki Tomoyama addresses a press briefing as he elaborates on Toyota's "connected strategy" in Tokyo.

"Boyfriend Maker," an app that allowed users to create and chat with a virtual "boyfriend" was at the top of the App store in Asian markets and was rated #1 in Japan, the Daily Dot had reported. The app used Artificial Intelligence that allowed it to learn language from its users. Within months, it was pulled from the app store when its chat responses became racist, sexist and sometimes even violent. "It was horrible," according to Hilary Mason, the CEO and founder of Fast Forward Labs. She spoke about the app at a media and tech conference recently to illustrate the point that much of the work humans have done around machine learning and artificial intelligence has been done outside the mainstream tech community.