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How AI will fix noisy data

The potential impact of Artificial Intelligence (AI) has never been greater — but we’ll only be successful if AI can deliver smarter and more intuitive answers, writes DR. MICHAEL MAYBERRY.

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A key barrier to AI today is that natural data fed to a computer is largely unstructured and “noisy.”

It’s easy for humans to sort through natural data. For example: If you are driving a car on a residential street and see a ball roll in front of you, you would stop, assuming there is a small child not far behind that ball. Computers today don’t do this. They are built to assist humans with precise productivity tasks. Making computers efficient at dealing with probabilities at scale is central to our ability to transform current systems and applications from advanced computational aids into intelligent partners for understanding and decision-making.

This is why probabilistic computing is one key component to AI and central to addressing these challenges. Probabilistic computing will allow future systems to comprehend and compute with uncertainties inherent in natural data, which will enable us to build computers capable of understanding, predicting and decision-making.

Today at Intel, we are observing an unprecedented growth of applications that rely on analysis of noisy natural data – different and even conflicting information. Such applications aim to assist humans with a higher level of intelligence and awareness about the environments in which they operate. Cutting through this noisy minefield is central to our ability to transform computers into intelligent partners that can understand and act on information with human-like fidelity.

Research into probabilistic computing is not a new area of study, but the improvements in high-performance computing and deep learning algorithms may lead probabilistic computing into a new era. In the next few years, we expect that research in probabilistic computing will lead to significant improvements in the reliability, security, serviceability and performance of AI systems, including hardware designed specifically for probabilistic computing. These advancements are critical to deploying applications into the real world – from smart homes to smart cities.

To accelerate our work in probabilistic computing, Intel is increasing its research investment in probabilistic computing and we are working with partners to pursue this goal.

Establishing the Intel Strategic Research Alliance for Probabilistic Computing

Realizing the full potential of probabilistic computing involves holistic integration of multiple levels in computing technology. Today, Intel underscored its commitment to integrated and collaborative implementation of emerging computing architectures and a sound ecosystem enablement strategy by issuing a call to the academic and start-up communities to partner with us to advance probabilistic computing from the lab to reality across these vectors: benchmark applications, adversarial attack mitigations, probabilistic frameworks and software and hardware optimization.

An Eye on What’s Next

We are incredibly eager to see the proposals to advance probabilistic computing and to continue this research with the potential to raise the bar for what AI can help us achieve.

We began this journey with research into neuromorphic computing – focusing on our understanding of the human brain and its associated computational processes. The start of the neuromorphic research community announced on March 1 is also on track and we are planning to continue to scale up our Loihi on the cloud to allow researchers access to cutting-edge hardware. We see a path to reach 100 billion synapses on a single system in 2019.

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Appdate: No wallet? No problem?

In his app roundup, SEAN BACHER highlights VodaPay Masterpass, Charge Running, South African App Integrator Directory, uKheshe Health and LocTransie.

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VodaPay Masterpass

Digital mobility is now a way of life and most are using smartphones to pay bills. 

To meet this need Vodacom and Mastercard have launched VodaPay Masterpass, which enables Vodacom customers to load any bank card into a secure digital wallet, downloaded as an app on their smartphone. Once loaded, these cards and the secure credentials associated with them are safely stored, enabling customers to start transacting immediately without the hassle of entering card details each time they make a purchase.

Vodacom customers can buy prepaid data, airtime and SMS, or voice bundles, directly through the app. They can also select the Pay Bills menu option to settle their DStv accounts, pay a utility bill or take care of a traffic fine.

With the app’s Scan to Pay functionality, users can scan a QR code to pay for goods and services wherever Masterpass is accepted, including all SnapScan and Zapper merchants. Once a QR code is scanned, users select the card they wish to use, and enter their bank PIN number on their own device to complete the transaction.

Platform: Android and iOS

Expect to pay: A free download and users will not be charged for any transaction fees.

Stockists:  Download VodaPay Masterpass for iOS here and for Android here.

Charge Running

Most running apps track data like pace and distance and, in some cases play audio designed to motivate you, but don’t give you the push you get when you run with a friend. Charge Running is an app that lets you run alongside other runners, virtually, as well as giving live coaching to help you go the distance.

The app includes features such as:

·       Unlimited access to live running classes and virtual races  

·       The ability to compete with runners anywhere in the world in real-time

·       A live leaderboard that shows where you are in the pack to keep you pushing

·       Live, personalised feedback from professional trainers 

·       Group chats with coaches and fellow runners throughout the run

·       On-demand runs for times when you can’t join the live groups 

·       A choice of difficulty levels and race types 

Platform: Android and iOS

Expect to pay: A free seven-day trial; thereafter R150 per month

Stockists: Visit the Charge Running site here for downloading instructions.

South African App Integrator Directory

The South African App Integrator Directory from Xero is designed to solve the complexity of choosing apps for small business owners.

The directory is now available in South Africa with six partners, including Realm Digital, Radical Cloud Solutions, Nimacc, Insights, Iridium Business Solutions and Creative CFO. According to Xero, these are all organisations with a proven track record of successfully integrating marketplace apps into Xero businesses. There are also currently over 700 apps in Xero’s App Marketplace worldwide, 21 of which are South African born.

As small businesses become more tech-savvy, they need to know exactly which apps to install on their devices and how the apps will help them. They also need to be able to install these apps from a trusted integrator so they know for what they are paying. 

Platform: Any device with an up-to-date Internet browser.

Expect to pay: A one month trial version is offered, after which the App Integrator ranges from R125 to R245 per month, depending on the company’s needs.

Stockists: Visit Xero here for downloading instructions.

Click here to read about uKheshe Health and LocTransie.

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Prize offered for drone films

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DJI and SkyPixel, the world’s most popular aerial photography community, have announced the first short film contest inviting users to submit cinematic stories shot with camera and gimbal products. The 2019 SkyPixel Short Film Contest will accept entries until 14 October 2019. It welcomes submissions from all creators, ranging from hobbyists to social media users and professional videographers. around the globe.

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The 2019 SkyPixel Short Film Contest consists of three storytelling categories—‘Big Moments Start Small,’ ‘Make Your Move’ and ‘Adventure Starts With You.’ There is no restriction on the type or brand of equipment participants use, and they can submit as many videos as they wish.

A total of 100 winners can win a range of prizes totaling $48,600 USD in categories including Recommended Films, Best Editing, Best Story, Nominated Entries, People’s Choice Prize as well as This Week’s Most Popular, sponsored by the partner SanDisk and WD brand from Western Digital Corp. This year’s Best Short Video winners will each receive the new Ronin-SC Pro Combo, Osmo Action as well as WD 2TB My Passport Wireless SSD.

Winning entries will also be showcased on the SkyPixel website as well as to DJI’s millions of fans and followers across its social media platforms.

“DJI has redefined how people capture stable video for all of life’s moments. The compact size, portability and powerful imaging system of our Osmo and Ronin series have also made it possible for anyone to take their creativity and inspirations to the next level,” said Basile David, Director of Brand and Content Partnerships at DJI. “With this contest, we hope to encourage more people to embrace and share their own creative way of storytelling.”

Since 2014, the SkyPixel online community has attracted 16 million professional aerial photographers and content creators from more than 140 countries, growing into the largest aerial photography community today. Over the past five years, SkyPixel has received over 150,000 submissions, becoming a go-to platform for original aerial masterpieces and extraordinary footage powered by other gimbal products focusing on various themes.

Details of the 2019 SkyPixel Short Film Contest

The short film contest consists of three categories:

Big Moments Start Small: Create a video showcasing the small, lightweight design of your camera device and your best cinematic scenes. Users are recommended to include at least 10 seconds of behind-the-scenes clips of their product such as DJI Osmo Pocket or other devices.

Make Your Move: Create a video showcasing the stabilized footage from your device. Users are recommended to include at least 10 seconds of behind-the-scenes clips of their product such as DJI Osmo Series or other devices.

Adventure Starts With You: Create a short, cinematic narrative film to showcase your creative skills and visual effects. Users are recommended to include at least 10 seconds of behind-the-scenes clips of their product such as DJI Ronin Series or other devices.

*Video submissions should not be longer than three minutes in length.

Submission Details

Submission Start Date: August 15, 2019, 2:00 AM (EST)

Submission End Date: October 14, 2019, 2:00 AM (EST)

Award Announcement: October 31, 2019

Interested participants can visit the 2019 SkyPixel Short Film Contest website for more information on contest rules and guidelines. For more information, contact: Skypixel.campaign@dji.com

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