Monthly Archives: August 2017

Virtual Reality Platform Created For Lab Animals – IEEE Spectrum – IEEE Spectrum

Posted: August 22, 2017 at 11:59 pm

Scientists have devised a virtual reality platform for lab animals. Let that sink in.Zebrafish have swum with the aliens from the video game Space Invaders, mice were afraid of virtual heights, and fruit flies circled illusory obstacles.

This new holodeck for animals can help researchers see how freely-moving animals respond to a variety of illusionswork that could help scientists better understand human genes and brain circuitry, researchers say. The researchers, from the Vienna Biocenter in Austria, detailed their findings in todays edition of the journal Nature Methods.

FreemoVR, immersed animals in arenas where the walls or floors were computer displays. Each screen depicted photorealistic images that accounted for each animals perspective as it walked, flew, or swam.

Up to 10 high-speed cameras monitored the precise 3D position of each animal. FreemoVR then updated its video imagery within milliseconds of each animal's movements to create the 3D illusion that they were moving in environments that changed in response to their actions.

The researchers compared FreemoVR to the holodeck, a fictional environment in [the TV show] Star Trek in which humans enter a computer-controlled virtual world, says Andrew Straw, a neurobiologist at the Vienna Biocenter who was co-senior author of a paper detailing the study. They can freely move, have no need to wear special clothing or headgear, and are immersed in a computer-controlled environment, which can be made completely realistic or arbitrarily unrealistic.

The researchers tested FreemoVR on mice, fruit flies, and zebrafish, three species commonly used in lab research. The virtual landscape with which these animals interacted included vertical pillars, floating rings, checkerboard floors, virtual plants, and a swarm of digital aliens from Space Invaders. They even had distinctive portals that could instantly alter the virtual environments to make it seem as if zebrafish swimming into them had teleported elsewhere.

The animals apparently found the illusions realistic. For instance, fruit flies circled virtual pillars just as they did real ones placed in the platforms. Moreover, mice generally avoided tracks that looked as if they were suspended at great heights, just as they would in real life.

The animals also changed their behavior in response to illusory animals. For example, zebrafish normally circled the periphery of their fishbowl near the screens, but when teleported into settings with swarms of Space Invaders, the zebrafish tended to move toward the middle of the fishbowl.

We wanted to study collective behavior because that is something incredibly difficult to do with real animals or with robots, Straw says. "We wanted to show how real fish respond to the motion of a swarm of simulated agents and to show that we could create a hybrid biological-computational swarm.

In addition, the researchers developed a photorealistic model of a swimming fish, and showed that real zebrafish most reliably followed the digital fish when the virtual animal matched its swim direction to the real fish. The fact that researchers can vary the appearance of virtual animals from cartoonish to realistic will allow experiments to test how important the exact visual appearance of other animals is as opposed to, say, the pattern of motion, Straw says.

This new platform will let scientists investigate animals as they behave relatively naturally and unrestrained by conventional VR gear in realistic virtual environments they can manipulate extensively. By tinkering with animal DNA or brains in such experiments, the researchers can learn what role certain genes or brain circuits play in these animals, and potentially in humans as well. Brains evolved in the real world, and to understand how and why neural circuits process information in the way they do, we need to understand them in this context, Straw says.

Straw notes that humans would notice several imperfections with FreemoVR. Primary amongst those is that our system does not create two distinct views for the two eyes, and thus the stereo cues important for depth perception would be gone, he says. However, Straw notes this is not a major concern with the animals they are experimenting with; the eyes of these animals are so close together that the differences between the view from each eye are limited.

Straws lab is now conducting experiments where they can silence the activity of single brain cells in fruit flies and examining the roles these cells play in the insects behavior in virtual erality.

IEEE Spectrums biomedical engineering blog, featuring the wearable sensors, big data analytics, and implanted devices that enable new ventures in personalized medicine.

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LCD Soundsystem’s Latest Music Video Is an Interactive Virtual Reality Dance Performance – Variety

Posted: at 11:59 pm

LCD Soundsystem has teamed up with the Amsterdam-based design studios Puckey and Moniker as well as with Googles data arts team to produce a kind of abstract, interactive music video for their latest single Tonite. Dance Tonite, as the piece is called, lets owners of high-end VR headsets dance to the singles music, capturing their motions and then broadcasting them to anyone visiting the projects website with their computer, phone or Daydream VR headset.

Its a fun idea thats hard to put in words, which is why Google produced a video to show what Dance Tonite is all about:

The uncanniness of the Dance Tonite experience is super entertaining and weird, and I really enjoy it. I didnt expect to enjoy it, said LCD Soundsystems James Murphy. I like the simplicity of it.

Dance Tonite uses WebVR, a technology that makes it possible to develop VR experiences for the web, where they can be consumed with any browser. Anyone visiting the experiences website with a capable device can switch to VR mode, and enjoy it as a spectator or even participant.

We wanted to see if we could treat a VR device as a tool for self-expression and Dance Tonite fits perfectly within a series of participative interactive music videos which weve directed over the years, said project creator Jonathan Puckey. Taking a piece of music likeLCD Soundsystems Tonite as a starting point can act as the perfect scaffold to create something within.

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LCD Soundsystem's Latest Music Video Is an Interactive Virtual Reality Dance Performance - Variety

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Recreating the Past with Virtual Reality – R & D Magazine

Posted: at 11:59 pm

Virtual reality (VR) is providing intriguing opportunities for companies to create new products.

This emerging technology has yielded applications in healthcare, where aspiring physicians can view realistic simulations to prepare themselves for surgeries. Entertainment has become another area of growth for VR, and a swath of tech firms and movie studios have developed immersive experiences where users can further explore the worlds found in their favorite movies.

However, one startup in Australia called Lithodomos VR has taken a different approach to harnessing this enterprising technology.

The firm is utilizing VR to recreate historical archaeological sites like Acropolis in Athens, Greece, and the Colosseum in Rome. Lithodomos VR offers a fulll library of content featuring historical landmarks that be viewed via VR.

Lithodomos VRs software can be used at a historical site to make the experience more immersive, or as an educational tool elsewhere.

Today, many of the ancient worlds secrets lie buried or destroyed. For most people, seeing a pile of ruins is hard to contextualize and visualize what was once there,said Dr. Simon Young, the co-founder and CEO of Lithodomos VR, to R&D Magazine. Virtual Reality is the perfect tool to reconstruct these ancient places and spaces, allowing people to explore them in a 3D environment when they are on site, or from thousands of miles away in their own home or classroom.

To view these digital restorations, users can either pay a one-time royalty fee anytime they want to access the archive for a tour or pay a small fee to set up a recurring subscription. Significant effort goes into creating each virtual reconstruction, said Young.

Our reconstructions stem from academic publications and researchto ensure experiencesareas accurate, realistic and enthralling and engaging aspossible.This practice rests upon the foundation of a long tradition of archaeological reconstruction practices. First, detailed published archaeological reports are gathered, and these form the basis of our scope. Next, archaeologists work intensively with our team of 3D artists to direct the meshing and texturing of the project. Finally, the scenes are signed off by the lead archaeologist and delivered to our library. The time needed for the process varies a great deal depending on the complexity of the scene, but on average, a few weeks, explained Young.

Their offerings can be downloaded through Google and Apples respective app store.

Putting history in perspective

Young said that the goal of his venture is to offer people the ability to instantly form a connection with the place they are in.

Some ancient sites attract thousands of visitors every day, but most of the time these visitors cant connect on a personal level to the ruins, he continued.

The mobile VR headsets used to view these locales are intended to be like, binoculars into the past, which can enhance and enrich each viewpoint from a variety of locations.

Young acknowledged that visitors have an obvious fascination with big ticket destinations like Rome and Athens, but he noted Lithodomos also sees immense value in building models of archaeological sites that are less well-understood.

One example in Lithodomoss library is the Odeion of Agrippa located in Athenian Agora.

This destination was once a concert hall that would have once hosted events like musical performances, poetry recitations, and exhibitions of rhetorical skills. It was constructed around 15 B.C. with a seating capacity of about 1,000. It was built by a member of the Roman elite that Young felt was viewed as a symbol of Romes respect for contributions the Greek culture made to humanity.

Today it is mass of ruins that visitors pass by without a second thought, Young noted adding that his company brought the location back to life in its full glory.

The Future for Embracing the Past

There are a lot of advantages for using VR in providing deeper insights into history, but there are some disadvantages as well.

Young said that when the content creation process is taken up by non-specialists, the results can lack scientific rigor and accuracy.

As content creators of cultural heritage materials, we have a responsibility to strive to ensure that the information presented to viewers is correct and backed up by solid research, he explained.

Young noted his company is always looking for new frontiers and opportunities where they can expand their content library including potential sites in China, India, and South Korea. Also, they are finishing work on their distribution platform so customers can undertake self-guided tours of any place with enhanced audio capabilities.

Ultimately, Youngs thoughts on the future of VR is that the wave of popularity is building, but will crash down in the future.

In time, everyone will have a VR headset, but penetration rates are slower than originally anticipated. Many have taken this as a sign that VR will peter out it will not, said Young.

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HTC cuts price of Vive virtual reality system by $200, could spur more enterprise pilots – ZDNet

Posted: at 11:59 pm

HTC cut the price of its Vive virtual reality system by $200 in a move that follows discounting by Facebook's Oculus Rift.

In a blog post, HTC said it would offer its Vive system for $599. That bundle includes headset, sensors, and motion controllers. Oculus in July said that its Rift and Touch were available for $399 for a limited time. Both Oculus and HTC are chasing Sony's Playstation VR, which has sold more than a million units so far and goes for $399.

If you're looking at the consumer market, it's easy to argue that HTC's price cut doesn't do much. However, HTC noted that the Vive hardware has attracted enterprise partners such as Intel, UPS, Volkswagen, and Salesforce as enterprise partners.

UPS has outlined how it is using virtual reality and Vive for driver training. At $599, the Vive has become more affordable for businesses looking at proof-of-concept pilots.

HTC added that more global brand partners will be announced in the second half of the year.

Certainly, Vive hopes to play in the gaming space, but the win for HTC may be the enterprise. Yes, augmented reality will initially have more use cases, but HTC Vive can garner traction for training, maintenance ,and other enterprise tasks. Indeed, developers are already gravitating toward Vive and Rift.

Another key reason HTC has a shot in the enterprise: It is one of the few early players focused on corporate uses. Microsoft HoloLens rhymes with virtual reality, but is more augmented reality. Google Glass is more augmented than virtual reality.

Add it up and HTC's price cut may be more about business than landing a mass of consumers.

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HTC cuts price of Vive virtual reality system by $200, could spur more enterprise pilots - ZDNet

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Zooculus rift lab animals get their own virtual reality system – Digital Trends

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This lab animal VR platform allows scientists to study animal behavior in more controlled and dynamic environments.

Lab animals can now enter immersive virtual reality environments thanks to researchers in Andrew Straws lab at the University of Freiburgin Germany. Dubbed FreemoVR, the system resembles the holodeck fromStar Trekand monitors the movements of common lab animals like mice, zebrafish, and fruit flies, projecting photorealistic environments onto a screen to simulate movement in the real world.

To understand how an animal responds behaviorally to visual stimuli, I always wanted something like the holodeck in Star Trek, Straw, a neurobiologist at the Vienna Biocenter, told Digital Trends. Gradually, it dawned on me that a lot of the bits and pieces I had built over the years could be extended and combined to achieve what we now have done.

Straw and his team arranged as many as 10 high-speed cameras to track the position of the animal as it ventured around the space. Within seconds, the FreemoVR software projects a new image, from digital pillars to checkerboard floors, and even Space Invader aliens. Unlike human VR systems, there is no need for the animals to wear special garments or headgear.

This might sound like a bunch of fun and games but the researchers hope the system will help them study animal behavior in new and unique ways.

Straw and his team found that the animals often responded to the various environments as though they were real. Mice demonstrated caution when the environment depicted a scene suspended up high. Flies flew around the digital pillars, as seen in the video above. And zebrafish showed a propensity to swim after a photo-realistic virtual fish when the digital model matched its swim direction.

If we do not put the animals visual sense in strong conflict with other senses, we do not find any differences between behavioral responses to real world versus VR stimuli, Straw said.

The virtual worlds were not all realistic. Along with Space Invaders, the researchers intend to experiment with more cartoonish and gamified environments, including one that simulates teleportation animals.

We could test stimuli that would be impossible to create in the real world, Straw said. So far fish seem OK with being teleported virtually!

A paper detailing the study was published this week in the journal Nature Methods.

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I was one of the first humans to see a solar eclipse in virtual reality – Ars Technica

Posted: at 11:59 pm

Enlarge / Look all you want... in VR, this kind of view of the Sun is completely safe to stare at.

I've been told that being present for a total eclipse of the Sun is a life-changing experience. But I wasn't able to get my act together to travel to the path of totality for today's event. Luckily, I am part of the first generation to be able to experience an eclipse vicariously through the magic of virtual reality. While seeing a total eclipse in VR wasn't exactly a life-changing experience, it was one of the best examples I've seen of the power and promise of live, 360-degree video.

I first tried to view CNN's 360-degree Facebook Live video coverage of the eclipse on my Oculus Rift. Despite numerous tries, though, the livestream never showed up as a choice on the list of "New" or "Top Pick" videos available on the Oculus Video app. Without a built-in search function or any way to navigate to a specific URL or some such, viewing the eclipse on the Rift was a bust.

As a backup, I dug out the latest Samsung Gear VR headset and a Galaxy S7 Edge. While I waited for some necessary updates to download, I was able to watch CNN's "VR" coverage in a simple Web browser window. I used the mouse to tilt the virtual camera between the people on the ground and the Sun in the sky. Having control of the viewpoint was nice, but watching through a small window on a laptop screen didn't really feel all that different from watching similar coverage on TV.

I finally got the stream working on the Gear VR in time for the eclipse to hit Wyoming, the third of seven eclipse locations CNN was covering in VR. The video started out extremely grainy, but it got a bit sharper as the bandwidth caught up with itself. Even with the highest-quality stream from the 4K cameras, though, the relative image I saw on the Galaxy S7's 1440x2560 screen was much blurrier than the same stream viewed on my Macbook Air screen.

In VR, facial features of people are hard to make out if they were more than a few feet from the camera, and details on the horizon almost completely lacked definition. There was also none of the "stereoscopic 3D" effect you usually get from most other apps in virtual realitythis was more like looking at a 2D video projected on a 360-degree dome surrounding me.

This adorable Girl Scout group in Missouri was looking up at the eclipse with me in VR (all these images are taken from the Facebook Live 360 video feed on a laptop, but the same content was viewable in the Gear VR).

A few onlookers in Wyoming look up with me just before totality.

While the Sun was just a small dot in the VR sky, CNN's zoomed-in "eclipse cam" gave me the detailed crescent Sun view I craved.

That tiny white dot is all I could see of the Sun in VR during totality.

A cloudy Nashville main street a few minutes before totality.

The same Nashville street lit up during the total blackness of the total eclipse.

The VR image also had a fair share of compression artifacts, especially when the sky grew dark and the streaming algorithms struggled to differentiate between the small gradations of black. While people live on the ground started talking about seeing individual stars and even planets in the darkened sky, I could only see large, color-banded blobs of different shades of black. It reminded me of nothing so much as watching grainy RealVideo streams in the early 2000s, only with a viewing "window" that surrounded me completely.

What the VR experience lacked in sharpness, it made up for in its overwhelming, all-encompassing nature. Watching the eclipse in VR, I could really get the sense of the sky darkening quickly all around me as totality approached. I got the sense of a rapid dawn when the Moon's shadow started to recede. It was incredible being able to turn in place and see a virtual, eclipse-generated "sunset" in all directions on the horizon from the comfort of my own kitchen. Hearing the whoops and hollers of onlookers alongside the confused chirping of birds and crickets picked up by the microphones only increased the immersion.

I also appreciated the variety of eclipse locations CNN was able to cover over a two-hour span, from a wide-open field in Idaho, to a neon-covered street in Nashville, to the seat of a helicopter floating above Charleston. Through it all, a variety of hosts and guests rambled, repeating themselves quite often about the "once in a lifetime" grandeur of it all and the way ancient humans were awed by what is now an utterly predictable astronomical occurrence. CNN also superimposed some ethereal "space music" on top of pretty much any eclipse moment, which was a bit distracting.

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I was one of the first humans to see a solar eclipse in virtual reality - Ars Technica

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Team to use virtual reality to help with real-world arms control – Princeton University

Posted: at 11:59 pm

Efforts to reduce nuclear stockpiles soon may get a boost from a team of Princeton University researchers and a socially responsible gaming company that are seeking to use virtual reality to help improve systems to discover and monitor nuclear materials worldwide.

Alexander Glaser, an associate professor of mechanical and aerospace engineering and international affairs, and New York City-based Games for Change were awarded a $414,000 grant last month from the Carnegie Corporation of New York and the MacArthur Foundation. Their project, one of 11 selected, seeks to employ virtual reality for innovation, collaboration and public awareness on nuclear arms control and materials security, according to a corporation and foundation announcement.

The project participants will develop a full-motion virtual reality (VR) to design and simulate new, cohesive arms-control treaty verification approaches to reduce and secure nuclear weapons and materials, according to the proposal.

The first part of the project is meant to provide governments with new opportunities for cooperation in traditionally sticky nuclear arms-control efforts. The second part of the project will focus on raising awareness of the continuing dangers of nuclear weapons and material.

While nuclear weapons are still very much around and relevant, and the risks posed by them are just as high as they used to be, the issues are much less salient today than they were during the Cold War, Glaser said.

Glaser along with Tamara Patton, a third-year doctoral student in the science, technology and environmental policy program at the Woodrow Wilson School of Public and International Affairs worked with Games for Change to develop the proposal and pitch it to the Carnegie Corporation and the MacArthur Foundation.

The basic idea is, can we leverage this new technology of virtual reality to actually facilitate collaboration in a virtual environment where the security risks are essentially nonexistent, Patton said. Its much less expensive, its much more flexible. And, of course, we can do it remotely.

The researchers program will feature virtual depictions of arms control inspection sites as shown here.

Photo courtesy of the researchers

Glaser said virtual reality can create a simulated world in which inspectors and others can see and document issues involving nuclear material. Demonstrating new verification techniques can encourage nation-to-nation cooperation with an aim of reducing nuclear materials around the globe, he said.

Virtual reality can be used for training and demonstration, which in turn can convince nations that inspections do not present insurmountable hurdles, Glaser said. The current version of the virtual reality setup is hosted at Princetons Council on Science and Technologys StudioLab.

There is a pressing need for innovative ideas, such as the use of virtual reality, when it comes to nuclear weapons control, said Allison Macfarlane, a former chair of the U.S. Nuclear Regulatory Commission and now a professor of public policy and international affairs and director of the Institute for International Science and Technology Policy in the Elliott School of International Affairs at George Washington University.

Its essential to develop some new thinking around how to reduce the numbers of these materials, said Macfarlane. She called Glaser a top-notch scientist and policy expert who is uniquely qualified to deliver on the projects promise.

Hes one of the few people really thinking outside the box, Macfarlane said of Glaser. Part of the innovative nature of the project is the Princeton teams collaboration with Games for Change, a nonprofit company which aids in the development of games designed to foster awareness of and promote solutions to real-world problems.

Games for Change will take the lead creating a virtual reality game that could be used in classrooms or other learning spaces to raise awareness of the continuing dangers of nuclear materials.

Virtual reality offers a number of engagement opportunities for consumers," said Susanna Pollack, president of Games for Change. "First of all, it gives them the opportunity to be in an environment in a safe manner rather than being exposed to something that is toxic or that has a high risk element to it. The second piece is the ability to transport somebody and immerse them into a world that otherwise is difficult to imagine.

Patton said the consumer world is in the midst of a VR renaissance in which headsets are now reaching a wider consumer base than before. The increased sophistication and availability of virtual reality simulations present an opportunity to overcome the issues involved with access to nuclear sites.

Before Alex and I even started working together, we were both watching this development, and it occurred to us that this would be a really useful space for our problem, Patton said.

We really have to get the younger generation on board with understanding what the threats are and then thinking about how to manage them, Macfarlane said. I think we have to meet them where they are, and virtual reality is a really innovative way to do that.

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Team to use virtual reality to help with real-world arms control - Princeton University

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Salesforce’s Marc Benioff details cloud giant’s push into AI, dishes on secret client – CNBC

Posted: at 11:59 pm

Shares of Salesforce may have ticked down after thecompany's earnings beat, but CEO Marc Benioff was entirely forward-looking when he discussed his cloud giant's prospects with CNBC.

"We're really seeing this incredible new capability that's driving so much growth in enterprise software, artificial intelligence, and Salesforce is the first to deliver artificial intelligence in all of our products that are helping our customers do machine learning and machine intelligence and deep learning using Einstein," Benioff told "Mad Money" host Jim Cramer on Tuesday.

Einstein, Salesforce's A.I. platform, was rolled out in 2016 as the company turned its focus to cutting-edge developments in the world of software, Benioff said.

"I think everybody understands how important the cloud is. It's the single most transformative technology in enterprise software today. I think everybody understands mobility because everybody's got a cellphone and lots of apps and seen how they've moved off of PCs and onto mobility," Benioff said. "Einstein is Salesforce's AI platform that is really the next generation of Salesforce's products and it's in the hands of all of our customers right now and making a huge difference. It makes them have the ability to make much smarter decisions about their business each and every day."

On top of its earnings beat, Salesforce hit an annual revenue run-rate, or future revenue forecast, of over $10 billion faster than any other enterprise software company, ever.

Benioff touted the software giant's revenue 24 percent growth forecast, attributing it in part to the rapid growth in the customer relationship management market.

"The forecasts are that the CRM market is going to $1 trillion," Benioff told Cramer. "The CRM market has gone from being an also-ran market in enterprise software to the largest and most important market in enterprise software. It used to be operating systems, it used to be databases, it used to be other things in enterprise software. Now it's all about CRM and we are No. 1 in the fastest growing segment in enterprise software. That is growing our revenue so dramatically."

Salesforce's earnings were also driven by an array of new clients including luxury fashion brand Louis Vuitton and the United States Department of Veterans Affairs.

Benioff said Salesforce helped Louis Vuitton produce a tech-enabled watch tied to an app connected with Salesforce.

But Salesforce's biggest new client, one of the largest auto manufacturers in the world, asked the cloud company not to publicly name them.

"[They] signed a wall-to-wall agreement with us in sales, in service, in marketing, in commerce, in all these areas," Benioff said. "Very exciting."

The Department of Veterans Affairs, on the other hand, commissioned Salesforce to create an assortment of high-quality systems to help veterans connect to their customers.

When Cramer asked Benioff how he felt working for President Donald Trump's administration in light of recent controversy, the Salesforce chief offered a measured response.

"I've worked with three administrations, and I have a set of core values," Benioff said. "One of them [is] equality. Another one is love. And the things that are important to me don't change. Administrations change."

The CEO said that when Trump asked him for advice, Benioff told him to focus on apprenticeships given the rise of artificial intelligence and, following that, job displacement.

"We need to make sure we do more job retraining, and that's why we're working to have a 5 million apprenticeship dream," Benioff told Cramer. "But for the CEOs who call me and say, 'What should I do? Should I resign? Should I stay? Should I go?' I don't really know what to tell them, because I didn't join any of the councils because I really learned a long time ago the best thing I can do is just give my best advice. And the best way that I can give my best advice is not to be encumbered with any job with any administration."

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AI is coming to war, regardless of Elon Musk’s well-meaning concern – The Independent

Posted: at 11:59 pm

Soldiers march during a changing of the Guard at the Mamayev Kurgan World War Two memorial complex and Mother Homeland statue (back) in Volgograd, Russia

Mladen Antonov/AFP

Italian emergency workers rescue a baby (C) after an earthquake hit the popular Italian tourist island of Ischia, off the coast of Naples, causing several buildings to collapse overnight. A magnitude-4.0 earthquake struck the Italian holiday island of Ischia, causing destruction that left two people dead at peak tourist season, authorities said, as rescue workers struggled to free two children from the rubble

AFP/Mauro Pagnano

Damage to the portside is visible as the Guided-missile destroyer USS John S. McCain (DDG 56) steers towards Changi naval base in Singapore following a collision with the merchant vessel Alnic MC. The USS John S. McCain was docked at Singapore's naval base with "significant damage" to its hull after an early morning collision with the Alnic MC as vessels from several nations searched Monday for missing U.S. sailors.

Getty Images

A protester covers her eyes with a China flag to imply Goddess of Justice during the rally supporting young activists Joshua Wong, Nathan Law and Alex Chow in central in Hong Kong, Hong Kong. Pro-democracy activists Joshua Wong, Nathan Law and Alex Chow were jailed last week after being convicted of unlawful assembly.

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An extreme cycling enthusiast performs a stunt with a bicycle before falling into the East Lake in Wuhan, Hubei province, China. This activity, which requires participants to ride their bikes and jump into the lake, attracts many extreme cycling enthusiasts from the city.

Getty Images

People gather around tributes laid on Las Ramblas near to the scene of yesterday's terrorist attack in Barcelona, Spain. Fourteen people were killed and dozens injured when a van hit crowds in the Las Ramblas area of Barcelona on Thursday. Spanish police have also killed five suspected terrorists in the town of Cambrils to stop a second terrorist attack.

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Participants take part in Panjat Pinang, a pole climbing contest, as part of festivities marking Indonesia's 72nd Independence Day on Ancol beach in Jakarta. Panjat Pinang, a tradition dating back to the Dutch colonial days, is one of the most popular traditions for celebrating Indonesia's Independence Day.

AFP/Getty Images

Demonstrators participate in a march and rally against white supremacy in downtown Philadelphia, Pennsylvania. Demonstrations are being held following clashes between white supremacists and counter-protestors in Charlottesville, Virginia over the weekend. Heather Heyer, 32, was killed in Charlottesville when a car allegedly driven by James Alex Fields Jr. barreled into a crowd of counter-protesters following violence at the Unite the Right rally.

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South Korea protesters hold placards with an illustration of U.S. President Donald Trump during a during a 72nd Liberation Day rally in Seoul, South Korea. Korea was liberated from Japan's 35-year colonial rule on August 15, 1945 at the end of World War II.

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The Chattrapathi Shivaji Terminus railway station is lit in the colours of India's flag ahead of the country's Independence Day in Mumbai. Indian Independence Day is celebrated annually on 15 August, and this year marks 70 years since British India split into two nations Hindu-majority India and Muslim-majority Pakistan and millions were uprooted in one of the largest mass migrations in history

AFP/Getty

A demonstrator holds up a picture of Heather Heyer during a demonstration in front of City Hall for victims of the Charlottesville, Virginia tragedy, and against racism in Los Angeles, California, USA. Rallies have been planned across the United States to demonstrate opposition to the violence in Charlottesville

EPA

Jessica Mink (R) embraces Nicole Jones (L) during a vigil for those who were killed and injured when a car plowed into a crowd of anti-fascist counter-demonstrators marching near a downtown shopping area Charlottesville, Virginia

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White nationalists, neo-Nazis and members of the alt-right clash with counter-protesters as they enter Lee Park during the Unite the Right in Charlottesville, Virginia. After clashes with anti-fascist protesters and police the rally was declared an unlawful gathering and people were forced out of Lee Park

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A North Korean flag is seen on top of a tower at the propaganda village of Gijungdong in North Korea, as a South Korean flag flutters in the wind in this picture taken near the border area near the demilitarised zone separating the two Koreas in Paju, South Korea

Reuters

A firefighter extinguishes flames as a fire engulfs an informal settlers area beside a river in Manila

AFP

A rally in support of North Korea's stance against the US, on Kim Il-Sung square in Pyongyang.

AFP

Rocks from the collapsed wall of a hotel building cover a car after an earthquake outside Jiuzhaigou, Sichuan province

Reuters

People in Seoul, South Korea walk by a local news program with an image of US President Donald Trump on Wednesday 9 August. North Korea and the United States traded escalating threats, with Mr Trump threatening Pyongyang with fire and fury like the world has never seen

AP

A Maasai woman waits in line to vote in Lele, 130 km (80 miles) south of Nairobi, Kenya. Kenyans are going to the polls today to vote in a general election after a tightly-fought presidential race between incumbent President Uhuru Kenyatta and main opposition leader Raila Odinga

AP

Pro-government supporters march in Caracas, Venezuela on 7 August

Reuters

Children pray after releasing paper lanterns on the Motoyasu river facing the Atomic Bomb Dome in remembrance of atomic bomb victims on the 72nd anniversary of the bombing of Hiroshima, western Japan.

REUTERS

Russian President Vladimir Putin (L), accompanied by defence minister Sergei Shoigu, gestures as he fishes in the remote Tuva region in southern Siberia.

AFP/Getty Images

A family claiming to be from Haiti drag their luggage over the US-Canada border into Canada from Champlain, New York, U.S. August 3, 2017.

Reuters

A disabled man prepares to cast his vote at a polling station in Kigali, Rwanda, August 4, 2017

Reuters

ATTENTION EDITORS -People carry the body of Yawar Nissar, a suspected militant, who according to local media was killed during a gun battle with Indian security forces at Herpora village, during his funeral in south Kashmir's Anantnag district August 4, 2017.

Reuters

A general view shows a flooded area in Sakon Nakhon province, Thailand August 4, 2017.

Reuters

A plane landed in Sao Joao Beach, killing two people, in Costa da Caparica, Portugal August 2, 2017

Reuters

Hermitage Capital CEO William Browder waits to testify before a continuation of Senate Judiciary Committee hearing on alleged Russian meddling in the 2016 presidential election on Capitol Hill in Washington, U.S., July 27, 2017

Reuters

TOPSHOT - Moto taxi driver hold flags of the governing Rwanda Patriotic Front's at the beginning of a parade in Kigali, on August 02, 2017. Incumbent Rwandan President Paul Kagame will close his electoral campaigning ahead of the August 4, presidential elections which he is widely expected to win giving him a third term in office

AFP

TOPSHOT - Migrants wait to be rescued by the Aquarius rescue ship run by non-governmental organisations (NGO) "SOS Mediterranee" and "Medecins Sans Frontieres" (Doctors Without Borders) in the Mediterranean Sea, 30 nautic miles from the Libyan coast, on August 2, 2017.

AFP

Two children hold a placard picturing a plane as they take part in a demonstration in central Athens outside the German embassy with others refugees and migrants to protest against the limitation of reunification of families in Germany, on August 2, 2017.

AFP

Flames erupt as clashes break out while the Constituent Assembly election is being carried out in Caracas, Venezuela, July 30, 2017. REUTERS/Carlos Garcia Rawlins

Reuters

People in the village of Gabarpora carry the remains of Akeel Ahmad Bhat, a civilian who according to local media died following clashes after two militants were killed in an encounter with Indian security forces in Hakripora in south Kashmir's Pulwama district, August 2, 2017. REUTERS/Danish Ismail

Reuters

- Incumbent Rwandan President Paul Kagame gestures as he arrives for the closing rally of the presidential campaign in Kigali, on August 2, 2017 while supporters greet him. Rwandans go the polls on August 4, 2017 in a presidential election in which strongman Paul Kagame is widely expected to cruise to a third term in office.

AFP

Soldiers of China's People's Liberation Army (PLA) get ready for the military parade to commemorate the 90th anniversary of the foundation of the army at Zhurihe military training base in Inner Mongolia Autonomous Region, China.

REUTERS

Cyclists at the start of the first stage of the Tour de Pologne cycling race, over 130km from Krakow's Main Market Square, Poland

EPA

Israeli border guards keep watch as Palestinian Muslim worshippers pray outside Jerusalem's old city overlooking the Al-Aqsa mosque compound

Ahmad Gharabli/AFP

A supporter of Pakistan's Prime Minister Nawaz Sharif passes out after the Supreme Court's decision to disqualify Sharif in Lahore

Reuters/Mohsin Raza

Australian police officers participate in a training scenario called an 'Armed Offender/Emergency Exercise' held at an international passenger terminal located on Sydney Harbour

Reuters/David Gray

North Korean soldiers watch the south side as the United Nations Command officials visit after a commemorative ceremony for the 64th anniversary of the Korean armistice at the truce village of Panmunjom in the Demilitarized Zone (DMZ) dividing the two Koreas

Reuters/Jung Yeon-Je

Bangladeshi commuters use a rickshaw to cross a flooded street amid heavy rainfall in Dhaka. Bangladesh is experiencing downpours following a depression forming in the Bay of Bengal.

Munir Uz Zaman/AFP

The Soyuz MS-05 spacecraft for the next International Space Station (ISS) crew of Paolo Nespoli of Italy, Sergey Ryazanskiy of Russia, and Randy Bresnik of the U.S., is transported from an assembling hangar to the launchpad ahead of its upcoming launch, at the Baikonur Cosmodrome in Baikonur, Kazakhstan

Reuters/Shamil Zhumatov

A protester shouts at U.S. President Donald Trump as he is removed from his rally with supporters in an arena in Youngstown, Ohio

Reuters

Indian supporters of Gorkhaland chant slogans tied with chains during a protest march in capital New Delhi. Eastern India's hill resort of Darjeeling has been rattled at the height of tourist season after violent clashes broke out between police and hundreds of protesters of the Gorkha Janmukti Morcha (GJM) a long-simmering separatist movement that has long called for a separate state for ethnic Gorkhas in West Bengal. The GJM wants a new, separate state of "Gorkhaland" carved out of eastern West Bengal state, of which Darjeeling is a part.

Sajjad Hussain/AFP/Getty Images

Demonstrators clash with riot security forces while rallying against Venezuela's President Nicolas Maduro's government in Caracas, Venezuela. The banner on the bridge reads "It will be worth it"

Reuters

The Heathcote river as it rises to high levels in Christchurch, New Zealand. Heavy rain across the South Island in the last 24 hours has caused widespread damage and flooding with Dunedin, Waitaki, Timaru and the wider Otago region declaring a state of emergency.

Getty Images

A mourner prays at a memorial during an event to commemorate the first anniversary of the shooting spree that one year ago left ten people dead, including the shooter in Munich, Germany. One year ago 18-year-old student David S. shot nine people dead and injured four others at and near a McDonalds restaurant and the Olympia Einkaufszentrum shopping center. After a city-wide manhunt that caused mass panic and injuries David S. shot himself in a park. According to police David S., who had dual German and Iranian citizenship, had a history of mental troubles.

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Palestinians react following tear gas that was shot by Israeli forces after Friday prayer on a street outside Jerusalem's Old City

Reuters/Ammar Awad

Ousted former Thai prime minister Yingluck Shinawatra greets supporters as she arrives at the Supreme Court in Bangkok, Thailand

Reuters/Athit Perawongmetha

Marek Suski of Law and Justice (PiS) (C) party scuffles with Miroslaw Suchon (2nd L) of Modern party (.Nowoczesna) as Michal Szczerba of Civic Platform (PO) (L) party holds up a copy of the Polish Constitution during the parliamentary Commission on Justice and Human Rights voting on the opposition's amendments to the bill that calls for an overhaul of the Supreme Court in Warsaw

Reuters

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AI is coming to war, regardless of Elon Musk's well-meaning concern - The Independent

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Microsoft built a hardware platform for real-time AI – Engadget

Posted: at 11:59 pm

It's considerably more flexible than many of its hard-coded rivals, too. It relies on a 'soft' dynamic neural network processing engine dropped into off-the-shelf FPGA chips where competitors often need their approach locked in from the outset. It can handle Microsoft's own AI framework (Cognitive Toolkit), but it can also work with Google's TensorFlow and other systems. You can build a machine learning system the way you like and expect it to run in real-time, instead of letting the hardware dictate your methods.

To no one's surprise, Microsoft plans to make Project Brainwave available through its own Azure cloud services (it's been big on advanced tech in Azure as of late) so that companies can make use of live AI. There's no guarantee it will receive wide adoption, but it's evident that Microsoft doesn't want to cede any ground to Google, Facebook and others that are making a big deal of internet-delivered AI. It's betting that companies will gladly flock to Azure if they know they have more control over how their AI runs.

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Microsoft built a hardware platform for real-time AI - Engadget

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