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Apple Just Unveiled A Breakthrough Artificial Intelligence System

Apple live streamed their Worldwide Developers Conference keynote this afternoon. During the talk, they unveiled a new kind of AI system, HopePod.

Today, Apple is holding its Worldwide Developers Conference. So far, they have announced a host of updates. For example, during the presentation, the company noted that their watchOS 4 is going to include advanced AI and be far more personalized.

Roomba creator wants to do for gardens what he did for your floors

Let’s be honest: while planting your garden can be fun, weeding it usually isn’t. Not unless you enjoy crouching down for long stretches, anyway. You might not have to endure the drudgery for too much longer, though. Roomba co-creator Joe Jones and Franklin Robotics are launching Tertill, a robot that weeds your garden all by itself. The machine automatically roams the soil, using sensors to identify small plants (you use collars to protect young crops) and chop them down. It’s solar-powered, so you don’t have to dock it — you can even leave it out in the rain.

In addition to pairing with your phone through Bluetooth, the machine has a USB port to charge during particularly gloomy weeks.

The design does require some careful planning to work properly. You need to space your crops loosely so that the robot can kill weeds in between, and you’ll want to avoid any steep inclines so Tertill doesn’t stuck. There will have to be some kind of basic barrier to prevent the vehicle from wandering away, too. You may also have to rethink how you kill weeds. While you’re probably used to pulling weeds out by the roots, Franklin is counting on its bot repeatedly cutting down weeds until they wither and die.

Scientists slash computations for deep learning

Rice University computer scientists have adapted a widely used technique for rapid data lookup to slash the amount of computation — and thus energy and time — required for deep learning, a computationally intense form of machine learning.

“This applies to any deep-learning architecture, and the technique scales sublinearly, which means that the larger the deep neural network to which this is applied, the more the savings in computations there will be,” said lead researcher Anshumali Shrivastava, an assistant professor of computer science at Rice.

The research will be presented in August at the KDD 2017 conference in Halifax, Nova Scotia. It addresses one of the biggest issues facing tech giants like Google, Facebook and Microsoft as they race to build, train and deploy massive deep-learning networks for a growing body of products as diverse as self-driving cars, language translators and intelligent replies to emails.

What Happens When Cyborg Tech Goes Beyond Medicine?

The age of the cyborg may be closer than we think. Rapidly improving medical robotics, wearables, and implants means many humans are already part machine, and this trend is only likely to continue.

It is most noticeable in the field of medical prosthetics where high-performance titanium and carbon fiber replacements for limbs have become commonplace. The use of “blades” by Paralympians has even raised questions over whether they actually offer an advantage over biological limbs.

For decades, myoelectric prosthetics—powered artificial limbs that read electrical signals from the muscles to allow the user to control the device—have provided patients with mechanical replacements for lost hands.

Space station welcomes 1st returning vehicle since shuttle

CAPE CANAVERAL, Fla. (AP) — The International Space Station welcomed its first returning vehicle in years Monday — a SpaceX Dragon capsule making its second delivery.

Space shuttle Atlantis was the last repeat visitor six years ago. It’s now a museum relic at NASA’s Kennedy Space Center.

NASA astronaut Jack Fischer noted “the special significance” of SpaceX’s recycling effort as soon as he caught the Dragon supply ship with the station’s big robot arm.

Tomorrow’s Robots Will Train in Simulators, Just Like Today’s Troops

Several firms are working on training environments like Star Trek’s Holodeck, but for machines.

When future robots enter the world, they won’t have a learning curve.

Artificial intelligence researchers are creating tools to help teach the robots that will assemble our gadgets in factories, or do chores around our home, before they ever step (or roll) into the real world. These simulators, most recently announced by Nvidia as a project called Isaac’s Lab but also pioneered by Alphabet’s DeepMind and Elon Musk’s OpenAI, are 3D spaces that have physics just like reality, with virtual objects that act the same way as their physical counterparts.

Robot cops patrol the streets of Dubai

Police in Dubai have unveiled a working police robot — what the kids call a “Robocop.” Using a computer tablet that is based in the robot’s chest, Dubai residents can report crimes, pay speeding tickets, and submit paperwork in six different languages. The Emirati robot has a built-in camera which allows it to read facial expressions and identify suspects, and it live streams audio and video back to its human coworkers at an operation center.

Dubai has already implemented other modern safety services, including firefighters that use jetpacks. City police aim to have robots make up a quarter of their workforce by the year 2030.