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Google is using machine learning to teach robots how to grasp random objects

Using your hand to grasp a pen that’s lying on your desk doesn’t exactly feel like a chore, but for robots, that’s still a really hard thing to do. So to teach robots how to better grasp random objects, Google’s research team dedicated 14 robots to the task . The standard way to solve this problem would be for the robot to survey the environment, create a plan for how to grasp the object, then execute on it. In the real world, though, lots of things can change between formulating that plan and executing on it. Google is now using these robots to train a deep convolutional neural network (a technique that’s all the rage in machine learning right now) to help its robots predict the outcome of their grasps based on the camera input and motor commands. It’s basically hand-eye coordination for robots. The team says that it took about 3,000 hours of practice (and 800,000 grasp attempts) before it saw “the beginnings of intelligent reacti...

How ad-free subscriptions could solve Facebook

At the core of Facebook’s “well-being” problem is that its business is directly coupled with total time spent on its apps. The more hours you pass on the social network, the more ads you see and click, the more money it earns. That puts its plan to make using Facebook healthier at odds with its finances, restricting how far it’s willing to go to protect us from the harms of over use. The advertising-supported model comes with some big benefits, though. Facebook CEO Mark Zuckerberg has repeatedly said that “We will always keep Facebook a free service for everyone.” Ads lets Facebook remain free for those who don’t want to pay, and more importantly, for those around the world who couldn’t afford to. Ads pay for Facebook to keep the lights on, research and develop new technologies, and profit handsomely in a way that attracts top talent and further investment. More affluent users with more buying power in markets like the US, UK, and Canada command higher ad prices, effectively...

Sonatype Snares $30 Million Investment Led By Goldman Sachs

Sonatype , a company that helps customers create automated, policy-driven software component security, announced a $30 million round today led by Goldman Sachs. The investment was a mix of debt and equity financing and was handled by Goldman’s Principal Strategic Investments Group, rather than Goldman’s venture capital arm, Sonatype CEO Wayne Jackson explained. Although this may seem a subtle distinction, he says that Strategic Investments only makes investments in products that are central to the company’s mission (as the name implies), whereas the venture arm makes lots of different kinds of investments. Sonatype works to ensure that open source components used in much of Goldman’s (and just about every company’s) software are safe and up-to-date in an automated fashion. “Today, open source components underpin a vast majority of our most mission-critical applications at the firm. As we work to build, maintain and update these applications, w...

Here Are The First Connected Home Devices For Apple’s HomeKit

Apple’s HomeKit is finally starting to roll out to actual consumers, via the first crop of HomeKit-enabled accessories from third-party manufacturers. This means you’ll soon be able to get your hands on a range of products for the connected home that work with Siri on your iOS device, and that you’ll be able to do so as soon as today, since some of the new HomeKit accessories start shipping now. The accessories in question range from sensors, to lights, to thermostats, to smart outlets, and come from a group of accessory-makers with a trusted reputation in the connected home industry. HomeKit may have taken a while to arrive, but it’s doing so in grand fashion, with a practical lineup to get your home connected to your iOS ecosystem in an essential way. Elgato Eve The Elgato Eve is a set of connected wireless sensors that monitor key factors like indoor air quality, temperature, humidity as well as conditions outside, like temperature, humidity and air pre...

How to Enable or Disable the Hibernate Option in Windows 10

As with its previous versions, Windows 10 also has the Hibernate option but is disabled by default. Hibernating Windows is important and would be extremely useful if you are a busy person and have to leave your desk for long hours often. Without the Hibernate feature, you are required to shut down your computer, and if you are in the middle of something such as copying/moving files or performing some maintenance tasks, you are required to either wait for the running tasks to complete or interrupt the tasks, shut down Windows, and start all over again when you get back to your desk. Thankfully you rely on the Hibernate feature that saves such hassles. With Hibernate enabled, all you need to do is, put your PC to Hibernate and unplug it from the power supply before leaving your desk. Once you are back, power on your computer and Windows will resume from the state where you left. You can follow the steps given below to enable Hibernate in your Windows 10 computer: Use an adminis...

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