Observant has found a new way to use the fancy infrared depth sensors included on the iPhone X, XS and XR: analyzing peoplefacial expression in order to understand how they&re responding to a product or a piece of content.

Observant was part of the winter batch of startups at accelerator Y Combinator, but was still in stealth mode on Demo Day. It was created by the same company behind bug-reporting product Buglife, and CEO Dave Schukin said his team created it because they wanted to find better ways to capture user reactions.

We&ve written about other startups that try to do something similar using webcams and eye tracking, but Schukin (who co-founded the company with CTO DanielDeCovnick) argued that those approaches are less accurate than Observant— in particular, he argued that they don&t capture subtler µexpressions,& and they don&t do as well in low-light settings.

In contrast, he said the infrared depth sensors can map your face in high levels of detail regardless of lighting, and Observant has also created deep learning technology to translate the facial data into emotions in real time.

Observant has created an SDK that can be installed in any iOS app, and it can provide either a full, real-time stream of emotional analysis, or individual snapshots of user responses tied to specific in-app events. The product is currently invite-only, but Schukin said italready live in some retail and e-commerce apps, and italso being used in focus group testing.

Observant

Of course, the idea of your iPhone capturing all your facial expressions might sound a little creepy, so he emphasized that as Observant brings on new customers, itworking with them to ensure that when the data is collected, &users are crystal clear how itbeing used.& Plus, all the analysis actually happens on the users& device, so no facial footage or biometric data gets uploaded.

Eventually, Schukin suggested that the technology could be applied more broadly, whether thatby helping companies provide better recommendations, introduce more &emotional intelligence& to their chatbots or even detect sleepy driving.

As for whether Observant can achieve those goals when itonly working on three phones, Schukin said, &When we started working on this almost a year go, the iPhone X was the only iPhone [with these depth sensors]. Our thinking at the time was, we know how Apple works, we know how this technology propagates over time, so we&re going to place a bet that eventually these depth sensors will be on every iPhone and every iPad, and they&ll be emulated and replicated on Android.&

So while ittoo early to say whether Observantbet will pay off, Schukin pointed to the fact that these sensors have expanded from one to three iPhone modelsas a sign that things are moving in the right direction.

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Europemost popular ride-hailing service is launching e-scooters

Mytaxi, the Daimler-owned Uber competitor, announced today it would launch an electric scooter pilot in Southern Europe later this year, with a full international roll-out planned for 2019.

Daimler initially took a 15 percent stake in Hamburg-basedmytaxi in 2012, adding the company to its portfolio of ridesharing businesses that also includesChauffeur Privé,Careem, Flinc, car2go and Hailo, which merged with mytaxi in 2016.

The company has yet to unveil its scooters& brand name, but says it will use the Segway ES4 Sharing Scooter.

&The E-scooter market is highly dynamic and the interest from users is booming in a lot of international cities,& mytaxi chief executive officer Eckart Diepenhorst said in a statement. &We see a significant growth potential for mytaxi here and a perfect complement to our existing taxi business as E-scooters are mostly used for short tours of around one to two kilometers. Although ride lengths strongly vary between taxi and scooter business, we think about potential combinations of both areas.&

Mytaxi was founded in 2009 and says it has since transported 10 million passengers via 100,000 registered drivers. Before Daimler acquired the remaining stake in the startup in 2014, mytaxi had raised some $13 million from Deutsche Telekom Capital Partners, T-Venture,Deutsche Telekom Capital Partners, car2go and others.

Lime and Bird, a pair of well-funded e-scooter startups, have emerged as the front-runners of the already over-crowded e-scooter market. Still, it seems all ride-hailing and bike-sharing businesses are going to try their hand at scooters.

Taxify, another European Uber competitor, is one of the most recent companies to announce plans to release scooters in Europe.

Are scooter startups really worth billions

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Civil servant who watched porn at work blamed for infecting a US government network with malware

A U.S. government network was infected with malware thanks to one employee&extensive history& of watching porn on his work computer, investigators have found.

The audit, carried out by the U.S. Department of the Interiorinspector general, found that a U.S. Geological Survey (USGS) network at the EROS Center, a satellite imaging facility in South Dakota, was infected after an unnamed employee visited thousands of porn pages that contained malware, which downloaded to his laptop and &exploited the USGS& network.& Investigators found that many of the porn images were &subsequently saved to an unauthorized USB device and personal Android cell phone,& which was connected to the employeegovernment-issued computer.

Investigators found that his Android cell phone &was also infected with malware.&

The findings were made public ina reportearlier this month but buried on the U.S. governmentoversight website and went largely unreported.

Itbad enough in this day and age that a government watchdog has to remind civil servants to not watch porn at work — let alone on their work laptop. The inspector general didn&t say what the employeefate was, but ripped into the Department of the Interiorpolicies for letting him get that far in the first place.

&We identified two vulnerabilities in the USGS& IT security posture: web-site access and open USB ports,& the report said.

There is a (slightly) bright side. The EROS Center, which monitors and archives images of the planetland surface, doesn&t operate any classified networks, a spokesperson for Interiorinspector general told TechCrunch in an email, ruling out any significant harm to national security. But the spokesperson wouldn&t say what kind of malware used — only that, &the malware helps enable data exfiltration and is also associated with ransomware attacks.&

Investigators recommended that USGS enforce a &strong blacklist policy& of known unauthorized websites and ®ularly monitor employee web usage history.&

The report also said the agency should lock down its USB drive policy, restricting employees from using removable media on government devices, but itnot known if the recommendations have yet gone into place. USGS did not return a request for comment.

Smart home tech makers don&t want to say if the feds come for your data

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Looks like Applenot saving all of its news for the big event in Brooklyn tomorrow. The company just revealed that the latest version of iOS is arriving tomorrow in time for the iPad reveal.

The biggest addition here is the long-awaited arrival of Group FaceTime, something the companybeen talking up since WWDC. The update to the video chat app lets up to 32 people participate at once.



The system now autodetects speakers, prioritizing them at the top of the list. Everyone drops down to the bottom, though, like other similar chat protocols, you can tap a user to bring them to the front.Group FaceTime is encrypted and can be launched directly from the Messages app.

As noted recently, the new version of the operating system will fix the selfie-softening issues found on the iPhone XS. Referred to as &beauty gate& due to similarities with makeup filters applied by companies like Samsung, Apple denied that this was an intentional feature.

Instead, the company blamed the issue on a bug that lead to shakier/blurrier photos. Along with that fix, 12.1 brings the ability to adjust the Portrait mode depth of field in real time to adjust background blur.The ability to add Dual SIM functionality to the iPhone XS and XR is here, as well.

iOS 12.1 arrives tomorrow with Group FaceTime and camera improvements

Oh, and there are, naturally, a bunch of new emojis here — 70 in all — including the addition of red hair, gray hair, curly hair and bald heads. There also are a bunch of new animals, sports images and foodstuffs.

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At long last, pet portraits with background blur are possible on the iPhone XR

The new iPhones have some great new photography features, but the XR lacks a couple, for instance portrait mode for non-people subjects, owing to its sadly having only the one camera. So last year! Fortunately third-party camera app Halide is here to help you get that professional-looking bokeh in your doggo shots.

Theremore to this than simply the lack of a second camera. As you know, because you read my article, The future of photography is code — and the present too, really. Whatgreat about this is that features that might otherwise rely on specific hardware, a chip or sensor, can often be added in software. Not always, but sometimes.

The future of photography is code

In the case of the iPhone XR, the lack of a second camera means depth data is very limited, meaning the slack has to be taken up with code. The problem was that Applemachine learning systems on there are only trained to recognize and create high-quality depth maps of people. Not dogs, cats, plants or toy robots.

People would be frustrated if the artificial background blur inexplicably got way worse when it was pointed at something that wasn&t a person, so the effect just doesn&t trigger unless someonein the shot.

The Halide team, not bound by Applequalms, added the capability back in by essentially taking the raw depth data produced by the XR&focus pixels& and applying their own processing and blur effect to make sure it doesn&t do weird things. It works on anything that can realistically be separated from the background — pets, toy robots, etc. — because it isn&t a system specific to human faces.

As they write in a blog post explaining some of this at length, the effect isn&t perfect, and because of how depth data is sent from the camera to the OS, you can&t preview the function. But itbetter than nothing at all, and maybe people on Instagram will think you shelled out for the XS instead of the XR (though you probably made the right choice).

The update (1.11) is awaiting Apple approval and should be available soon. If you don&t already own Halide, it costs $6. Small price to pay for a velvety background blur in your chinchilla pics.

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Department of Justice launches a new hate-crime resource portal

Following an alarming week of domestic terrorism, the U.S. Department of Justice has consolidatedinto a single online hub resources and reporting tools for hate crimes.

According to a DOJ press release, the new portal is meant to &provide a centralized portal for the Departmenthate crimes resources for law enforcement, media, researchers, victims, advocacy groups, and other related organizations and individuals.& The new website can be found at https://www.justice.gov/hatecrimes.

Deputy Attorney General Rod Rosenstein announced the website on Monday at a D.C. law enforcement event focused on hate-crime prevention. Rosenstein also announced $840,000 in grant money from the National Institute of Justice (NIJ) to study how hate-crime data is collected.

The site collects resources from the DOJwork investigating and prosecuting hate crimes, including research reports, statistics, legal guides and training materials. The site offers recent example federal hate-crime cases, including instances of violence targeting individuals for their race, religion, national origin, gender identity, disability and sexual orientation. Another section of the site centralizes reporting tools for anyone looking to report a suspected hate crime to the federal government.

For anyone critical of the Trump administrationrole in sowing political rancor, the site will come as little solace. The portal does collect some useful resources, but if anything ityet another curious act of cognitive dissonance, this time from a DOJ intent on looking serious toward hate-motivated violence, even as it strips protections from vulnerable groups often targeted by violence — most notably transgender Americans, in recent days.

&In mourning the victims today, we also rededicate ourselves to our commitment to preventing hate crimes,& Rosenstein said of the announcement, acknowledging that many hate crimes continue to go unreported.

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