Facebook Inc is developing a way to automatically flag offensive material in live video streams, building on a growing effort to use artificial intelligence to monitor content, said Joaquin Candela, the company’s director of applied machine learning.
The social media company has been embroiled in a number of content moderation controversies this year, from facing international outcry after removing an iconic Vietnam War photo due to nudity, to allowing the spread of fake news on its site.
Facebook has historically relied mostly on users to report offensive posts, which are then checked by Facebook employees against company “community standards.” Decisions on especially thorny content issues that might require policy changes are made by top executives at the company.
Candela told reporters that Facebook increasingly was using artificial intelligence to find offensive material. It is “an algorithm that detects nudity, violence, or any of the things that are not according to our policies,” he said.
The company already had been working on using automation to flag extremist video content, as Reuters reported in June.
Now the automated system also is being tested on Facebook Live, the streaming video service for users to broadcast live video.
Using artificial intelligence to flag live video is still at the research stage, and has two challenges, Candela said. “One, your computer vision algorithm has to be fast, and I think we can push there, and the other one is you need to prioritize things in the right way so that a human looks at it, an expert who understands our policies, and takes it down.”
Facebook said it also uses automation to process the tens of millions of reports it gets each week, to recognize duplicate reports and route the flagged content to reviewers with the appropriate subject matter expertise.
Chief Executive Officer Mark Zuckerberg in November said Facebook would turn to automation as part of a plan to identify fake news. Ahead of the Nov. 8 U.S. election, Facebook users saw fake news reports erroneously alleging that Pope Francis endorsed Donald Trump and that a federal agent who had been investigating Democratic candidate Hillary Clinton was found dead.
However, determining whether a particular comment is hateful or bullying, for example, requires context, the company said.
Since it was launched in 2012, the Raspberry Pi has sold 10 million units, making it the most popular British computer ever.
A new starter kit for Raspberry Pi, including a keyboard and mouse, has been released to celebrate the success. The kit also includes an SD storage card, official case, power supply, HDMI cable, mouse, keyboard and guidebook – it costs $120.00 plus VAT and will be available in the coming weeks.
Company founder Eben Upton wrote in his bog that he thought they might sell 10,000 units during the product’s lifetime and were a little surprised about the product’s success.
“There was no expectation that adults would use Raspberry Pi, no expectation of commercial success and certainly no expectation that four years later we would be manufacturing tens of thousands of units a day in the UK and exporting Raspberry Pi all over the world.”
The mini-PCs are being used for more than just teaching kids how to assemble PCs. They are useful for setting up smart houses and other settings. One was even used in the hacker drama Mr Robot to bring down eVil corp by triggering the heating systems.
Qualcomm has had a better than expected results in its Q3 earnings, beating street and even its own estimates.
Qualcomm offered $5.2 billion to $6 billion revenue guidance and it managed to make $6 billion. Non-GAAP diluted EPS was projected at $0.90 – $1.00 and Qualcomm actually managed to make $1.16.
The MSM chip shipments were guided at 175 million to 195 million while the company actually sold 201 million of these chips.
Total reported device sales was expected to be between $52 billion and $60 billion and in reality Qualcomm scored $62.6 billion. Qualcomm shipped between 321 million to 325 million 3G/4G devices and estimated reported 3G/4G device average selling price was at $191 – $197.
There are a few reasons for such good results, the first being Samsung. The company chose Snapdragon 820 for some markets with its flagship phones. The Snapdragon 820 ended up in 115 devices and it looks like one of the strongest high end phone chips in a while.
The introduction of the Snapdragon 821 will rekindle the fire and will make some additional sales for Samsung Galaxy Note 7 and a few other high end phones including some phones from LG and others. The 4G modem business is in good shape but one has to be careful as Qualcomm might lose some of the iPhone business to Intel. Everyone wants carrier aggregation capable modems these days, that is Cat 6 and up and Qualcomm offers this from Snapdragon 430 to the Snapdragon 820.
It is interesting to notice that while Apple iPhone sales were down, Qualcomm did better mainly as when Apple declines at the high end, Qualcomm can make money from its high end Snapdragon chips.
We expect to see the announcement of Snapdragon 830 before the end of the year while devices shipping with the new chip in late Q1 2017 or early Q2 2017. As far as we know this might be the 10nm SoC but we will have to wait and see.
Qualcomm is investing heavily in improvements of 4G, current and future generations as well as a concentrated focus on 5G. From where we stand, Qualcomm still has the best chances to dominate the 5G market, especially due to the fact that 5G is an evolution of 4G with some new wave length and concepts added to it.
Last year’s loss of Samsung Galaxy S6 design win hurt a lot, and now the big customer is back, it seems that investing in a custom ARM Kryo core and dominating in Adreno graphics paid off.
Nokia is teaming up with Intel to make its carrier-grade AirFrame Data Center Solution hardware available for an Open Platform Network Functions Virtualization (OPNFV) Lab.
Basically this means that the hardware can be used by the OPNFV collaborative open source community to accelerate the delivery of cloud-enabled networks and applications.
Nokia said the OPNFV Lab will be a testbed for NFV developers and accelerates the introduction of commercial open source NFV products and services. Developers can test carrier-grade NFV applications for performance and availability.
Nokia is making its AirFrame Data Center Solution available as a public OPNFV Lab with the support of Intel, which is providing Intel Xeon processors and solid state drives to give communications service providers the advantage of testing OPNFV projects on the latest and greatest server and storage technologies.
The Nokia AirFrame Data Center Solution is 5G-ready and Nokia said it was the first to combine the benefits of cloud computing technologies to meet the stringent requirements of the telco world. It’s capable of delivering ultra-low latency and supporting the kinds of massive data processing requirements that will be required in 5G.
Morgan Richomme, NFV network architect for Innovative Services at Orange Labs, OPNFV Functest PTL, in a release. “NFV interoperability testing is challenging, so the more labs we have, the better it will be collectively for the industry.”
AT&T has officially added Nokia to its list of 5G lab partners working to define 5G features and capabilities. It’s also working with Intel and Ericsson.
Daniel Ek, co-founder of Swedish music streaming service Spotify which boasts the largest paid subscriber base in the world, said on Thursday he had no intention of selling the company.
While investors believe privately owned Spotify is probably heading for a public listing, some industry analysts see the loss-making company as a takeover target for a larger tech giant with deeper pockets.
“My selfish ambition with Spotify is just trying to show … that we can create one of those super companies here in Europe,” he told journalists at the symposium Brilliant Minds, which aims to bring artists and musicians together with the tech community.
Asked if that meant he was not up for selling the firm, Ek said: “I’m not going to sell, no.”
Spotify, founded in 2006, pays more than 80 percent of its revenue to record labels and artists and has not yet shown a profit as it spends to grow internationally. It competes in a business crowded with formidable rivals such as Apple Music, Google Music and YouTube.
Many other European tech start-ups have been swallowed up by bigger Silicon Valley competitors.
Ek said Silicon Valley got an earlier start in building up its tech giants but that Europe finally has the right conditions to support its own entrepreneurs.
“For the first time now there’s an ecosystem around it with capital and experience that can actually help guide entrepreneurs,” he said.
“The number one advice I tell everyone is ‘don’t sell’, because that’s the biggest problem we have. All these things could grow gigantic if you just kept the course and kept doing what you’re doing,” he added.
Last year Spotify made an operating loss of 184.5 million euros ($205 million), widening from 165.1 million in 2014.
Spotify, whose investors include Northzone, DST Global and Accel, does not disclose details about its ownership but the co-founders no longer own a majority, having sold off stakes.
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FireEye has found a vulnerability in Qualcomm software packages which are under the bonnet of hundreds of Android phone models.
Google announced this week that it released an Android update to patch shedloads of vulnerabilities, but the advisory mentioned an information disclosure vulnerability in the Qualcomm tethering controller (CVE-2016-2060) that allows a malicious application to access user information.
FireEye said that this vulnerablity is “high severity,” but Google noted that it does not affect Nexus devices. The patch for the issue is not in the Android Open Source Project (AOSP) repository but might make it in the latest driver updates for affected devices.
The security outfit said that researchers informed Qualcomm about the vulnerability in January and the vendor developed a fix by early March, when it started reaching out to OEMs to let them know about the issue. Now it’s up to the device manufacturers to push out the patch to customers. So probably a long time then.
The flaw exists in an open source software package maintained by Qualcomm and is related to the Android network daemon (netd).
“The vulnerability was introduced when Qualcomm provided new APIs as part of the ‘network_manager’ system service, and subsequently the ‘netd’ daemon, that allow additional tethering capabilities, possibly among other things,” FireEye said.
The flaw has been confirmed to affect devices running Android 5.0 Lollipop and earlier, which currently account for roughly three-quarters of Android devices. Researchers noted that the affected Qualcomm software package is used in a variety of projects, including the popular CyanogenMod, and the vulnerable APIs appear to have been around since at least 2011.
The vulnerability can be exploited to escalate privileges to the built-in “radio” user, which has permissions that are normally not available to a third-party app. The most efficient way to exploit CVE-2016-2060 is via a malicious application that is granted the “ACCESS_NETWORK_STATE” permission.
Online entertainment company Rovi plans to purchase digital video recording firm TiVo for $1.1 billion in a stock and cash deal, the companies announced on Friday.
TiVo has cloud-based technology for integrating live, recorded, on-demand and Internet television into one user interface, with search, discovery, viewing and recording options from a variety of devices. Its technology has been deployed by operators including Virgin Media and Vodafone Spain.
Rovi announced in March that Sharp’s new Aquos TVs would include its G-Guide electronic programming guide.
The combined company is forecast to have more than $800 million in revenue in the current year. More than 10 million TiVo-served households are expected to be added to the current base of about 18 million homes that use Rovi guides. The new entity will serve nearly 500 service providers worldwide, the companies said.
The deal between Rovi and TiVo, besides creating a large media and entertainment technology company with complementary products and services, will also lead to the setting up of a company with a worldwide portfolio of more than 6,000 issued patents and pending applications worldwide.
The two companies have a strong licensing business and have also sued key players like Comcast for patent infringement in the past. The companies said they have more than $3 billion in combined IP licensing revenue and past damage awards.
The transaction is expected to close in the third quarter and the combined company will use the TiVo name. Tom Carson, CEO of Rovi will be the chief executive of the new company.
T-Mobile US Inc reported a better-than-expected 10.6 percent rise in quarterly revenue and raised its forecast for customer additions in 2016 as popular discounts aided the No.3 U.S. wireless carrier by subscribers attract more business.
T-Mobile has been offering cheaper leasing plans and free music and video streaming to lure customers away from larger rivals Verizon Communications Inc and AT&T Inc.
T-Mobile, controlled by Deutsche Telekom, said it added 2.2 million customers on a net basis in the first quarter ended March 31.
That easily topped the average analyst estimate of 1.72 million, according to research firm FactSet StreetAccount.
The company said it expected to add 3.2 million to 3.6 million postpaid customers on a net basis in 2016, compared with its previous forecast of 2.4 million to 3.4 million.
T-Mobile’s 10.6 percent jump in quarterly revenue to $8.6 billion suggested its strategy to boost revenue was working. Analysts on average had expected revenue of $8.43 billion, according to Thomson Reuters I/B/E/S.
In comparison, market leader Verizon’s operating revenue rose just 0.6 percent to $32.17 billion.
AT&T is scheduled to report results later on Tuesday.
T-Mobile reported net income of $479 million, or 56 cents per share, for the first quarter, compared with a loss of $63 million, or 9 cents per share, a year earlier.
Qualcomm has buried the hatchet with LG after the smartphone vendor agreed to pay more for its chips.
LG said the dispute with Qualcomm has been completely settled, although it did not say how much it had agreed to pay. Earlier it had claimed Qualcomm had overcharged for the chips under a licensing contract.
The news about the lawsuit settlement emerged following Qualcomm’s profit forecast for the second quarter in January, which was below what Wall Street’s tarot readers had predicted.
The company expected its mobile chip shipment to fall by 16-25 per cent in the second quarter. Additionally, it expected 3G and 4G device shipment to decline by 4 to 14 per cent. As for the first quarter of 2016, Qualcomm’s chip shipment fell 10 per cent , with a drop in revenue by 21.6 per cent. Revenue from licensing declined 10.4 per cent, suggests a Reuters report.
An LG spokesperson said that this kind of dispute was “actually nothing” and was similar to the ones that the industries had in the past.
“Qualcomm has lowered its royalty rate to LG in return for LG’s guaranteed purchase of Qualcomm processors, which are currently being used in its flagship handsets and will be used in upcoming flagship models,” added the official.
Qualcomm might have been a little nervy. LG has invested millions to develop its own chipset, in an attempt to cut down its dependency on Qualcomm for mobile processors.
Every decade or so, a new era of computing comes along that influences everything we do. Much of the 90s was about client-server and Windows PCs. By the aughts, the Web had taken over and every advertisement carried a URL. Then came the iPhone, and we’re in the midst of a decade defined by people tapping myopically into tiny screens.
So what comes next, when mobile gives way to something else? Mark Zuckerberg thinks it’s VR. There’s likely to be a lot of that, but there’s a more foundational technology that makes VR possible and permeates other areas besides.
“I do think in the long run we will evolve in computing from a mobile-first to an A.I.-first world,” said Sundar Pichai, Google’s CEO, answering an analyst’s question during parent company Alphabet’s quarterly earnings call Thursday.
He’s not predicting that mobile will go away, of course, but that the breakthroughs of tomorrow will come via smarter uses of data rather than clever uses of mobile devices like those that brought us Uber and Instagram.
Forms of artificial intelligence are already being used to sort photographs, fight spam and steer self-driving cars. The latest trend is in bots, which use A.I. services on the back end to complete tasks automatically, like ordering flowers or booking a hotel.
Google believes it has a lead in A.I. and the related field of machine learning, which Alphabet’s Eric Schmidt has already pegged as key to Google’s future.
Machine learning is one of the ways Google hopes to distinguish its emerging cloud computing business from those of rivals like Amazon and Microsoft, Pichai said.