Experimental drone uses AI to spot violence in crowds

Experimental drone uses AI to spot violence in crowds

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Amarjot Singh, YouTube

Drone-based surveillance still makes many people uncomfortable, but that isn’t stopping research into more effective airborne watchdogs. Scientists have developed an experimental drone system that uses AI to detect violent actions in crowds. The team trained their machine learning algorithm to recognize a handful of typical violent motions (punching, kicking, shooting and stabbing) and flag them when they appear in a drone’s camera view. The technology could theoretically detect a brawl that on-the-ground officers might miss, or pinpoint the source of a gunshot.

As The Verge warned, the technology definitely isn’t ready for real-world use. The researchers used volunteers in relatively ideal conditions (open ground, generous spacing and dramatic movements). The AI is 94 percent effective at its best, but that drops down to an unacceptable 79 percent when there are ten people in the scene. As-is, this system might struggle to find an assailant on a jam-packed street — what if it mistakes an innocent gesture for an attack? The creators expect to fly their drone system over two festivals in India as a test, but it’s not something you’d want to rely on just yet.

There’s a larger problem surrounding the ethical implications. There are questions about abuses of power and reliability for facial recognition systems. Governments may be tempted to use this as an excuse to record aerial footage of people in public spaces, and could track the gestures of political dissidents (say, people holding protest signs or flashing peace symbols). It could easily combine with other surveillance methods to create a complete picture of a person’s movements. This might only find acceptance in limited scenarios where organizations both make it clear that people are on camera and with reassurances that a handshake won’t lead to police at their door.

Tech

via Engadget http://www.engadget.com

June 6, 2018 at 09:06PM

‘Psychopath AI’ Offers A Cautionary Tale for Technologists

‘Psychopath AI’ Offers A Cautionary Tale for Technologists

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Researchers at MIT have created a psychopath. They call him Norman. He’s a computer.
Actually, that’s not really right. Though the team calls Norman a psychopath (and the chilling lead graphic on their homepage certainly backs that up), what they’ve really created is a monster.
Tell Us What You See
Norman has just one task, and that’s looking at pictures and telling us what he thinks about them. For their case study, the researchers use Rorschach inkblots, and Norman has some pretty gru

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June 7, 2018 at 03:45PM

Google reportedly won’t renew controversial drone imaging program

Google reportedly won’t renew controversial drone imaging program

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Orion is a military drone that can fly for five days with 1,000 pounds of payload. Aurora says it can perform surveillance missions 3,000 miles from home base.

Aurora

It looks like the drama surrounding Google’s controversial involvement in Project Maven is coming to an end. Yet another report from Gizmodo on the subject says that Google won’t be renewing the project once its current contract runs out.

Project Maven is an initiative from the Department of Defense, which aims to “accelerate DoD’s integration of big data and machine learning.” The DoD has millions of hours of drone footage that pour in from around the world, and having humans comb through it for “objects of interest” isn’t a scalable proposition. So Maven recruited several tech firms for image recognition technology that could be used to identify objects of interest in the footage. As one of the leading AI firms, Google signed on to the project with a contract that reportedly lasts until 2019.

Tech

via Ars Technica https://arstechnica.com

June 1, 2018 at 04:38PM

Waymo announces 7 million miles of testing, putting it far ahead of rivals

Waymo announces 7 million miles of testing, putting it far ahead of rivals

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A Waymo executive announced on Tuesday that the company’s self-driving car fleet would reach 7 million miles of testing this week.

“We’ve amassed close to 7 million miles—we’ll hit 7 million miles this week,” said Shaun Stewart, Waymo’s chief business development officer, at the Innovfest Unbound conference in Singapore.

What makes this truly remarkable is that Waymo announced its last milestone—6 million miles—less than a month ago. Waymo CTO Dmitri Dolgov made that announcement at the Google I/O conference on May 8.

Dolgov didn’t specify exactly when Waymo reached the 6 million-mile mark. So the last million miles might have actually taken a bit more than a month to rack up. Still, Waymo’s pace of testing is clearly accelerating as the company gears up to launch its driverless taxi service later this year.

Waymo

Waymo made this chart back in February to mark 5 million miles of testing. It shows that it took Waymo (then Google) more than a year to get from 1 million to 2 million miles. Then it took about six months each to get to 3 million and 4 million miles. Waymo logged its next million miles in about three months.

Now, three and a half months later, the company has racked up 2 million additional miles. And while Waymo made a big deal out of its early milestones, the last two have been low-key affairs, with executives casually dropping the new statistics in the middle of larger talks about Waymo’s plans.

No one else in the industry is close to matching the scale of Waymo’s testing. Uber had logged roughly 3 million miles before it was forced to suspend testing in March due to a fatal crash in Tempe, Arizona. GM’s Cruise drove only 131,000 miles in California between December 2016 and November 2017—the most recent period for which we have data.

Of course, miles on their own don’t prove anything about vehicle safety, as Uber’s deadly crash demonstrates. In an October blog post, Cruise CEO Kyle Vogt argued that testing in dense, chaotic San Francisco allows Cruise to learn more from each mile of testing than rivals like Waymo that predominantly test in suburban areas.

But Waymo’s accelerated testing program is just one of several signs that the Alphabet company is investing heavily to maintain its early lead in driverless vehicle technology.

Last month, Waymo announced that it had ordered 62,000 Chrysler Pacifica minivans, on top of the 20,000 Jaguar I-PACE order Waymo announced in March. Waymo’s most recent order is by far the largest such order in the driverless car business. The closest comparison is to Uber’s order of 24,000 cars from Volvo. But with Uber’s testing now grounded, it’s not clear if Uber will be ready to use those vehicles when Volvo is ready to start delivering them next year.

Waymo says it’s planning to launch a commercial driverless taxi service in the Phoenix area before the end of the year.

Tech

via Ars Technica https://arstechnica.com

June 6, 2018 at 03:06PM

Machines that suck CO? from the air might be cheaper than we thought

Machines that suck CO? from the air might be cheaper than we thought

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Carbon Engineering’s pilot plant, which captures CO

2

from the atmosphere.

Stephen Hui, Pembina Institute

When you spill a drink, you don’t say, “Oh well, the only thing we can do is spill fewer drinks in the future.” You grab a towel. So there’s also a natural attraction to the idea that we should develop a towel that can remove CO2 from the atmosphere. That isn’t as simple as grabbing one from a Home Goods store, however, and cost estimates have not fueled optimism for most methods of doing this.

Tech

via Ars Technica https://arstechnica.com

June 7, 2018 at 12:14PM

NASA’s Curiosity Rover Finds Chemical Building Blocks For Life On Mars

NASA’s Curiosity Rover Finds Chemical Building Blocks For Life On Mars

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Two rock samples taken by NASA’s Curiosity rover were found to contain organic molecules.

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Two rock samples taken by NASA’s Curiosity rover were found to contain organic molecules.

NASA/JPL-Caltech/MSSS

For the first time, scientists say they have clear evidence that the chemical building blocks of life exist on Mars.

What they can’t say yet is whether there is, or ever was, life on the Red Planet.

The new evidence comes from a pair of rocks. NASA’s six-wheeled Curiosity rover drilled into the planet in late 2014 and early 2015. The two rock samples, from sites named Confidence Hills and Mojave, are at the bottom of Gale Crater.

Powder from the rocks went into an analyzer on the rover called SAM that can determine what they were made of.

But the SAM results were hard to interpret — there were a lot of extraneous signals that didn’t make any sense. So NASA astrobiologist Jennifer Eigenbrode at the Goddard Space Flight Center spent the intervening years figuring out which signals were clearly junk and removing them.

Then she looked at the analyzer results again. “There were signals there that were telling us that we had detected certain types of organic molecules,” she says. Organic molecules contain carbon, the chemical element central to life.

That raises the obvious question: Where did the carbon come from?

“We don’t know,” Eigenbrode says.

She sees three possibilities.

“It could have been from meteorites,” she says. Meteorites are constant pummeling Mars, and many of them contain carbon.

“It could be from rock processes,” processes that have been going on during the billions of years since Mars formed.

And then there’s the most intriguing possibility. Eigenbrode says the analyzed rocks came from the bottom of what was once a lake at a time when Mars was a much warmer, wetter place.

“Because this lake had everything that organisms needed to be happy, maybe there was life in the lake,” she says. If there was, then that life would have left behind organic molecules when it decayed.

Penn State astrobiologist Kate Freeman agrees the new evidence makes that interpretation possible, but “it’s not standing up and waving a flag and saying, ‘I’m life.’ “

She isn’t ruling out that possibility, however.

“I don’t believe there’s life on Mars at the present,” Freeman says, because Mars is very dry, very cold and lacks much of an atmosphere. “Whether there was in the past or not is certainly an open question.”

Freeman says finding organic molecules only a few centimeters below the surface of Mars is an encouraging sign for finding possible life. That’s because the surface of Mars is constantly bombarded with radiation that can break down organic compounds. There may be more material buried deeper.

“There’s a new mission in the planning where they’ll be able to drill much deeper than the Curiosity rover can,” Freeman says. “That gives me great hope because we can perhaps get past these surface environments that are so harsh and maybe [go] a little deeper and find better-preserved materials.”

In addition to finding organic molecules in the rocks in Gale Crater, rover scientists are reporting another intriguing finding.

The rover has been seeing seasonal changes in the amount of methane in the Martian atmosphere. Methane is another organic molecule.

“We were kind of shocked to see that with the seasons, the signal changes by a factor of three, which is a huge change and completely unexpected,” says Chris Webster, a rover scientist at NASA’s Jet Propulsion Laboratory.

He and his colleagues think the methane is coming from underground.

“It’s coming from sub-surface reservoirs” and then seeping up to the surface, Webster says.

“Once it’s on the surface, the temperature on the surface regulates the way in which it holds on to the methane through ‘stickiness,’ or surface adsorption as we call it,” he says. “So it holds it in the winter time and releases it in the summertime as temperatures get warmer.”

Webster says the rover results don’t say whether the methane being released has been trapped for eons or is being generated now.

The results also don’t indicate whether the methane is being created by chemical processes involving rocks alone, or whether some living or formerly living bacteria generated it.

Clearly, there are more questions about Mars that need answering.

The studies on methane and on organic molecules were published Thursday in the journal Science.

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June 7, 2018 at 04:16PM

Amazon’s new Fire TV Cube turns Alexa into your remote

Amazon’s new Fire TV Cube turns Alexa into your remote

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“Alexa, turn on Bravo.”

Continuing its quest to eliminate the mundane tasks of life, you can now tell Amazon’s voice assistant Alexa to change the channel without a remote. The company unveiled on Thursday its newest TV streaming device, the Amazon Fire TV Cube — part Amazon Echo smart speaker, part Fire TV.

The device, available for purchase starting June 21, lets users adjust the volume on compatible TVs, switch inputs, change the channel and power on and off by using their voice.

Fire TV users could use their voices to make requests by holding down on the remote, but this is the first time it’s entirely hands-free.

After making a request for, let’s say, the Real Housewives of New York, the Cube will respond by serving up the user’s cable, satellite box or some streaming apps.

The Cube, which is available for purchase starting June 21, will cost $119.99. But Amazon is offering it for $89.99 for Prime members until Friday.

Taking a cue from its name, the square-shaped device is neatly packaged — standing 3.4 by 3.4 by 3 inches — and supports 4K Ultra HD. The gadget features an always-on Alexa speaker supported by eight microphones and has 16 GB of storage for apps. It comes with a remote in case you’d rather not announce the name of the show you’re watching to other people at home.

Related: Amazon and Best Buy partner to sell smart TVs

Similar to Amazon’s existing Fire streaming sticks, the Cube supports popular video apps, such as Netflix and Hulu. Amazon (AMZN) tweaked its Fire TV user interface for the Cube to make it a “more natural way to navigate,” the company said in a statement.

This means you can ask Alexa to find sci-fi movies, play movie trailers or show more results. Also, because it’s an Echo speaker at its core, it’ll tell you the weather or let you re-order toothpaste on Amazon.

Patrick Moorehead, a principal analyst at Moor Insights and Strategy, told CNNMoney consumers will likely “eat it up” due its attractive price point and capabilities. It will also “put pressure” on its closest competitors, such as the Apple TV, to add similar capabilities for a lower price.

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via Business and financial news – CNNMoney.com https://ift.tt/UU2JWz

June 7, 2018 at 11:01AM